TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts （2024.07.03）
Ruida Wang, Jipeng Zhang, Yizhen Jia, Rui Pan, Shizhe Diao, etc
Pedestrian 3D Shape Understanding for Person Re-Identification via Multi-View Learning （2024.07.01）
Zaiyang Yu, Lusi Li, Jinlong Xie, Changshuo Wang, Weijun Li, etc . - 【IEEE transactions on circuits and systems for video technology (Print)】
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs （2024.06.28）
Sheridan Feucht, David Atkinson, Byron C. Wallace, David Bau
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding （2024.06.27）
Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, etc
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? （2024.06.27）
Peter Hase, Thomas Hofweber, Xiang Zhou, Elias Stengel-Eskin, Mohit Bansal
Efficient World Models with Context-Aware Tokenization （2024.06.27）
Vincent Micheli, Eloi Alonso, Franccois Fleuret
The Remarkable Robustness of LLMs: Stages of Inference? （2024.06.27）
Vedang Lad, Wes Gurnee, Max Tegmark
ResumeAtlas: Revisiting Resume Classification with Large-Scale Datasets and Large Language Models （2024.06.26）
Ahmed Heakl, Youssef Mohamed, Noran Mohamed, Ali Sharkaway, A. Zaky
AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation （2024.06.18）
Xinyu Hou, Xiaoming Li, Chen Change Loy
Unveiling Encoder-Free Vision-Language Models （2024.06.17）
Haiwen Diao, Yufeng Cui, Xiaotong Li, Yueze Wang, Huchuan Lu, etc
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content （2024.06.17）
João Monteiro, Pierre-Andre Noel, Étienne Marcotte, Sai Rajeswar, Valentina Zantedeschi, etc
LLaNA: Large Language and NeRF Assistant （2024.06.17）
Andrea Amaduzzi, Pierluigi Zama Ramirez, Giuseppe Lisanti, Samuele Salti, Luigi Di Stefano
VideoLLM-online: Online Video Large Language Model for Streaming Video （2024.06.17）
Joya Chen, Zhaoyang Lv, Shiwei Wu, Kevin Qinghong Lin, Chenan Song, etc
System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models （2024.06.17）
Sam Ade Jacobs, Masahiro Tanaka, Chengming Zhang, Minjia Zhang, Reza Yazdani Aminadabi, etc . - 【ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing】
VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models （2024.06.14）
Chenyu Zhou, Mengdan Zhang, Peixian Chen, Chaoyou Fu, Yunhang Shen, etc
EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models （2024.06.14）
Julian Straub, Daniel DeTone, Tianwei Shen, Nan Yang, Chris Sweeney, etc
ContraSolver: Self-Alignment of Language Models by Resolving Internal Preference Contradictions （2024.06.13）
Xu Zhang, Xunjian Yin, Xiaojun Wan
Advancing High Resolution Vision-Language Models in Biomedicine （2024.06.12）
Zekai Chen, Arda Pekis, Kevin Brown
Enhancing End-to-End Autonomous Driving with Latent World Model （2024.06.12）
Yingyan Li, Lue Fan, Jiawei He, Yu-Quan Wang, Yuntao Chen, etc
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing （2024.06.12）
Zhangchen Xu, Fengqing Jiang, Luyao Niu, Yuntian Deng, R. Poovendran, etc
Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams （2024.06.12）
Haoji Zhang, Yiqin Wang, Yansong Tang, Yong Liu, Jiashi Feng, etc
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning （2024.06.11）
Chenyu Yang, Xizhou Zhu, Jinguo Zhu, Weijie Su, Junjie Wang, etc
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination （2024.06.07）
Jianing Yang, Xuweiyi Chen, Nikhil Madaan, Madhavan Iyengar, Shengyi Qian, etc
Improving Alignment and Robustness with Circuit Breakers （2024.06.06）
Andy Zou, Long Phan, Justin Wang, Derek Duenas, Maxwell Lin, etc
Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models （2024.06.06）
Xiang Ji, Sanjeev Kulkarni, Mengdi Wang, Tengyang Xie
Verbalized Machine Learning: Revisiting Machine Learning with Language Models （2024.06.06）
Tim Z. Xiao, Robert Bamler, Bernhard Scholkopf, Weiyang Liu
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training （2024.06.05）
Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, etc
SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining （2024.06.04）
Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, etc
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality （2024.05.31）
Tri Dao, Albert Gu . - 【arXiv.org】
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models （2024.05.31）
Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, etc . - 【arXiv.org】
StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond （2024.05.31）
Pengyuan Lyu, Yulin Li, Hao Zhou, Weihong Ma, Xingyu Wan, etc . - 【arXiv.org】
Self-Augmented Preference Optimization: Off-Policy Paradigms for Language Model Alignment （2024.05.31）
Yueqin Yin, Zhendong Wang, Yujia Xie, Weizhu Chen, Mingyuan Zhou . - 【arXiv.org】
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models （2024.05.31）
Elias Stengel-Eskin, Peter Hase, Mohit Bansal . - 【arXiv.org】
Graph External Attention Enhanced Transformer （2024.05.31）
Jianqing Liang, Min Chen, Jiye Liang . - 【arXiv.org】
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment （2024.05.29）
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, etc . - 【arXiv.org】
Visualizing the loss landscape of Self-supervised Vision Transformer （2024.05.28）
Youngwan Lee, Jeffrey Willette, Jonghee Kim, Sung Ju Hwang . - 【arXiv.org】
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models （2024.05.24）
Byung-Kwan Lee, Chae Won Kim, Beomchan Park, Yonghyun Ro . - 【arXiv.org】
Disease-informed Adaptation of Vision-Language Models （2024.05.24）
Jiajin Zhang, Ge Wang, M. Kalra, P. Yan . - 【arXiv.org】
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks （2024.05.24）
Yang Li, Shaobo Han, Shihao Ji . - 【arXiv.org】
DAGER: Exact Gradient Inversion for Large Language Models （2024.05.24）
Ivo Petrov, D. I. Dimitrov, Maximilian Baader, Mark Niklas Müller, Martin T. Vechev . - 【arXiv.org】
Exploring Alignment in Shared Cross-lingual Spaces （2024.05.23）
Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali . - 【arXiv.org】
Spectral Adapter: Fine-Tuning in Spectral Space （2024.05.22）
Fangzhao Zhang, Mert Pilanci . - 【arXiv.org】
Large Language Models are Biased Reinforcement Learners （2024.05.19）
William M. Hayes, Nicolas Yax, Stefano Palminteri . - 【arXiv.org】
Libra: Building Decoupled Vision System on Large Language Models （2024.05.16）
Yifan Xu, Xiaoshan Yang, Y. Song, Changsheng Xu . - 【arXiv.org】
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model （2024.05.16）
Zheng Gu, Shiyuan Yang, Jing Liao, Jing Huo, Yang Gao . - 【arXiv.org】
Improving Transformers with Dynamically Composable Multi-Head Attention （2024.05.14）
Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan . - 【arXiv.org】
Efficient Vision-Language Pre-training by Cluster Masking （2024.05.14）
Zihao Wei, Zixuan Pan, Andrew Owens . - 【arXiv.org】
Linearizing Large Language Models （2024.05.10）
Jean-Pierre Mercat, Igor Vasiljevic, Sedrick Scott Keh, Kushal Arora, Achal Dave, etc . - 【arXiv.org】
LLM-Generated Black-box Explanations Can Be Adversarially Helpful （2024.05.10）
R. Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu . - 【arXiv.org】
Vision Mamba: A Comprehensive Survey and Taxonomy （2024.05.07）
Xiao Liu, Chenxu Zhang, Lei Zhang . - 【arXiv.org】
Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks （2024.05.07）
Georgios Pantazopoulos, Amit Parekh, Malvina Nikandrou, Alessandro Suglia . - 【SAFETY4CONVAI】
vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention （2024.05.07）
Ramya Prabhu, Ajay Nayak, Jayashree Mohan, R. Ramjee, Ashish Panwar . - 【arXiv.org】
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo （2024.05.03）
Nakul Rampal, Kaiyu Wang, Matthew Burigana, Lingxiang Hou, Juri Al-Johani, etc . - 【arXiv.org】
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment （2024.05.02）
Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng, Yi Dong, etc . - 【arXiv.org】
Self-Play Preference Optimization for Language Model Alignment （2024.05.01）
Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji, Yiming Yang, etc . - 【arXiv.org】
When Quantization Affects Confidence of Large Language Models? （2024.05.01）
Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin . - 【arXiv.org】
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization （2024.05.01）
Dongqi Pu, Vera Demberg . - 【North American Chapter of the Association for Computational Linguistics】
Investigating Automatic Scoring and Feedback using Large Language Models （2024.05.01）
G. Katuka, Alexander Gain, Yen-Yun Yu . - 【arXiv.org】
CultiVerse: Towards Cross-Cultural Understanding for Paintings with Large Language Model （2024.05.01）
Wei Zhang, Wong Kam-Kwai, Biying Xu, Yiwen Ren, Yuhuai Li, etc . - 【arXiv.org】
Lost in Recursion: Mining Rich Event Semantics in Knowledge Graphs （2024.04.25）
Florian Plötzky, Niklas Kiehne, Wolf-Tilo Balke . - 【Web Science Conference】
Make Your LLM Fully Utilize the Context （2024.04.25）
Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou . - 【arXiv.org】
Unifying Asynchronous Logics for Hyperproperties （2024.04.25）
A. Bombardelli, L. Bozzelli, C'esar S'anchez, Stefano Tonetta . - 【arXiv.org】
A Survey on Visual Mamba （2024.04.24）
Hanwei Zhang, Ying Zhu, Dan Wang, Lijun Zhang, Tianxiang Chen, etc . - 【Applied Sciences】
Hannah Rose Kirk, Alexander Whitefield, Paul Rottger, Andrew M. Bean, Katerina Margatina, etc . - 【arXiv.org】
Re-Thinking Inverse Graphics With Large Language Models （2024.04.23）
Peter Kulits, Haiwen Feng, Weiyang Liu, Victoria Abrevaya, Michael J. Black . - 【arXiv.org】
Revisiting Unnaturalness for Automated Program Repair in the Era of Large Language Models （2024.04.23）
Aidan Z. H. Yang, Sophia Kolak, Vincent J. Hellendoorn, Ruben Martins, Claire Le Goues . - 【arXiv.org】
Does Instruction Tuning Make LLMs More Consistent? （2024.04.23）
Constanza Fierro, Jiaang Li, Anders Sogaard . - 【arXiv.org】
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models （2024.04.23）
Bo Lin, Yingjing Xu, Xuanwen Bao, Zhou Zhao, Zuyong Zhang, etc . - 【arXiv.org】
Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs （2024.04.19）
Clemencia Siro, Mohammad Aliannejadi, M. D. Rijke . - 【arXiv.org】
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs （2024.04.19）
Biyang Guo, He Wang, Wenyilin Xiao, Hong Chen, Zhuxin Lee, etc . - 【arXiv.org】
When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes （2024.04.18）
Asaf Yehudai, Elron Bandel . - 【arXiv.org】
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models （2024.04.18）
Shouwei Ruan, Yinpeng Dong, Hanqing Liu, Yao Huang, Hang Su, etc . - 【arXiv.org】
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning （2024.04.18）
Hang Hua, Yunlong Tang, Chenliang Xu, Jiebo Luo . - 【arXiv.org】
Moving Object Segmentation: All You Need Is SAM (and Flow) （2024.04.18）
Junyu Xie, Charig Yang, Weidi Xie, Andrew Zisserman . - 【arXiv.org】
Quantifying Multilingual Performance of Large Language Models Across Languages （2024.04.17）
Zihao Li, Yucheng Shi, Zirui Liu, Fan Yang, Ninghao Liu, etc . - 【arXiv.org】
Self-Supervised Visual Preference Alignment （2024.04.16）
Ke Zhu, Liang Zhao, Zheng Ge, Xiangyu Zhang . - 【arXiv.org】
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models （2024.04.11）
Aleksandar Botev, Soham De, Samuel L Smith, Anushan Fernando, George Muraru, etc
Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding （2024.04.11）
Yiwen Tang, Jiaming Liu, Dong Wang, Zhigang Wang, Shanghang Zhang, etc . - 【arXiv.org】
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models （2024.04.11）
Moreno D'Incà, E. Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, etc
Rahul Mehta, Andrew Hoblitzell, Jack O’keefe, Hyeju Jang, Vasudeva Varma . - 【International Workshop on Semantic Evaluation】
Scaling Up Video Summarization Pretraining with Large Language Models （2024.04.04）
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, etc
Linear Attention Sequence Parallelism （2024.04.03）
Weigao Sun, Zhen Qin, Dong Li, Xuyang Shen, Yu Qiao, etc . - 【arXiv.org】
Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners （2024.04.02）
Keon-Hee Park, Kyungwoo Song, Gyeong-Moon Park
Fault detection of complicated processes based on an enhanced transformer network with graph attention mechanism （2024.04.01）
Yuping Cao, Xiaoguang Tang, Xiaogang Deng, Ping Wang . - 【Chemical engineering research & design】
WavLLM: Towards Robust and Adaptive Speech Large Language Model （2024.03.31）
Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, etc . - 【arXiv.org】
Extensive Self-Contrast Enables Feedback-Free Language Model Alignment （2024.03.31）
Xiao Liu, Xixuan Song, Yuxiao Dong, Jie Tang . - 【arXiv.org】
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning （2024.03.29）
Ahmed A. Agiza, Marina Neseem, S. Reda . - 【arXiv.org】
ReALM: Reference Resolution As Language Modeling （2024.03.29）
Joel Ruben Antony Moniz, Soundarya Krishnan, Melis Ozyildirim, Prathamesh Saraf, Halim Cagri Ates, etc . - 【arXiv.org】
RSMamba: Remote Sensing Image Classification with State Space Model （2024.03.28）
Keyan Chen, Bo-Ying Chen, Chenyang Liu, Wenyuan Li, Zhengxia Zou, etc . - 【arXiv.org】
DreamLIP: Language-Image Pre-training with Long Captions （2024.03.25）
Kecheng Zheng, Yifei Zhang, Wei Wu, Fan Lu, Shuailei Ma, etc
Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model （2024.03.20）
Peng Zhou, Jianmin Wang, Chunyan Li, Zixu Wang, Yiping Liu, etc
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric （2024.03.12）
Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, etc . - 【arXiv.org】
VideoMamba: State Space Model for Efficient Video Understanding （2024.03.11）
Kunchang Li, Xinhao Li, Yi Wang, Yinan He, Yali Wang, etc
Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models （2024.03.06）
Chengkai Liu, Jianghao Lin, Jianling Wang, Hanzhou Liu, James Caverlee
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training （2024.03.01）
Haowei Liu, Yaya Shi, Haiyang Xu, Chunfen Yuan, Qinghao Ye, etc . - 【International Conference on Language Resources and Evaluation】
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models （2024.02.29）
Soham De, Samuel L. Smith, Anushan Fernando, Aleksandar Botev, George Cristian-Muraru, etc
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs （2024.02.28）
Md Hafizur Rahman, Prabuddha Chakraborty
LoRA-SP: Streamlined Partial Parameter Adaptation for Resource-Efficient Fine-Tuning of Large Language Models （2024.02.28）
Yichao Wu, Yafei Xiang, Shuning Huo, Yulu Gong, Penghao Liang
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning （2024.02.26）
Aivin V. Solatorio . - 【arXiv.org】
Set the Clock: Temporal Alignment of Pretrained Language Models （2024.02.26）
Bowen Zhao, Zander Brumbaugh, Yizhong Wang, Hanna Hajishirzi, Noah A. Smith . - 【arXiv.org】
Generative Pretrained Hierarchical Transformer for Time Series Forecasting （2024.02.26）
Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation （2024.02.26）
Yichi Zhang, Ziqiao Ma, Xiaofeng Gao, Suhaila Shakiah, Qiaozi Gao, etc
Genie: Generative Interactive Environments （2024.02.23）
Jake Bruce, Michael Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, etc
Self-evolving Autoencoder Embedded Q-Network （2024.02.18）
Ieee J. Senthilnath Senior Member, Zhen Bangjian Zhou, Wei Ng, Deeksha Aggarwal, Rajdeep Dutta, etc . - 【arXiv.org】
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation （2024.02.15）
Huizhuo Yuan, Zixiang Chen, Kaixuan Ji, Quanquan Gu . - 【arXiv.org】
Efficient Stagewise Pretraining via Progressive Subnetworks （2024.02.08）
Abhishek Panigrahi, Nikunj Saunshi, Kaifeng Lyu, Sobhan Miryoosefi, Sashank J. Reddi, etc . - 【arXiv.org】
ConvLoRA and AdaBN based Domain Adaptation via Self-Training （2024.02.07）
Sidra Aleem, J. Dietlmeier, Eric Arazo, Suzanne Little . - 【arXiv.org】
LoTR: Low Tensor Rank Weight Adaptation （2024.02.02）
Daniel Bershatsky, Daria Cherniuk, Talgat Daulbaev, A. Mikhalev, Ivan Oseledets . - 【arXiv.org】
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer （2024.01.12）
Ji Liu, Dehua Tang, Yuanxian Huang, Li Zhang, Xiaocheng Zeng, etc . - 【arXiv.org】
MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation （2024.01.09）
Weimin Wang, Jiawei Liu, Zhijie Lin, Jiangqiao Yan, Shuo Chen, etc . - 【arXiv.org】
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition （2024.01.04）
David M. Chan, Shalini Ghosh, Hitesh Tulsiani, A. Rastrow, Bjorn Hoffmeister . - 【arXiv.org】
Instruct-Imagen: Image Generation with Multi-modal Instruction （2024.01.03）
Hexiang Hu, Kelvin C.K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, etc . - 【arXiv.org】
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI （2023.12.26）
Tai Wang, Xiaohan Mao, Chenming Zhu, Runsen Xu, Ruiyuan Lyu, etc . - 【arXiv.org】
Time is Encoded in the Weights of Finetuned Language Models （2023.12.20）
Kai Nylund, Suchin Gururangan, Noah A. Smith
Photorealistic Video Generation with Diffusion Models （2023.12.11）
Agrim Gupta, Lijun Yu, Kihyuk Sohn, Xiuye Gu, Meera Hahn, etc
Mamba: Linear-Time Sequence Modeling with Selective State Spaces （2023.12.01）
Albert Gu, Tri Dao
Minimizing Factual Inconsistency and Hallucination in Large Language Models （2023.11.23）
I. Muneeswaran, Shreya Saxena, Siva Prasad, M. V. S. Prakash, Advaith Shankar, etc . - 【arXiv.org】
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? （2023.11.22）
Yaodong Yu, Sam Buchanan, Druv Pai, Tianzhe Chu, Ziyang Wu, etc . - 【arXiv.org】
Learning skillful medium-range global weather forecasting. （2023.11.14）
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, etc . - 【Science】
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding （2023.11.14）
Peng Jin, Ryuichi Takanobu, Caiwan Zhang, Xiaochun Cao, Li Yuan . - 【arXiv.org】
SpectralGPT: Spectral Foundation Model （2023.11.13）
D. Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, etc . - 【arXiv.org】
Social Motion Prediction with Cognitive Hierarchies （2023.11.08）
Wentao Zhu, Jason Qin, Yuke Lou, Hang Ye, Xiaoxuan Ma, etc . - 【arXiv.org】
Pre-training LLMs using human-like development data corpus （2023.11.08）
Khushi Bhardwaj, Raj Sanjay Shah, Sashank Varma . - 【arXiv.org】
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration （2023.11.07）
Qinghao Ye, Haiyang Xu, Jiabo Ye, Mingshi Yan, Anwen Hu, etc . - 【arXiv.org】
Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation （2023.11.06）
Rusheb Shah, Quentin Feuillade--Montixi, Soroush Pour, Arush Tagade, Stephen Casper, etc . - 【arXiv.org】
Ziya2: Data-centric Learning is All LLMs Need （2023.11.06）
Ruyi Gan, Ziwei Wu, Renliang Sun, Junyu Lu, Xiaojun Wu, etc . - 【arXiv.org】
Levels of AGI: Operationalizing Progress on the Path to AGI （2023.11.04）
Meredith Ringel Morris, Jascha Narain Sohl-Dickstein, Noah Fiedel, T. Warkentin, Allan Dafoe, etc . - 【arXiv.org】
CodeFusion: A Pre-trained Diffusion Model for Code Generation （2023.10.26）
Mukul Singh, J. Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, etc . - 【arXiv.org】
3D-GPT: Procedural 3D Modeling with Large Language Models （2023.10.19）
Chunyi Sun, Junlin Han, Weijian Deng, Xinlong Wang, Zishan Qin, etc . - 【arXiv.org】
The Foundation Model Transparency Index （2023.10.19）
Rishi Bommasani, Kevin Klyman, Shayne Longpre, Sayash Kapoor, Nestor Maslej, etc
Language Models Represent Space and Time （2023.10.03）
Wes Gurnee, Max Tegmark
Chatmap : Large Language Model Interaction with Cartographic Data （2023.09.28）
Eren Unlu . - 【arXiv.org】
Effective Distillation of Table-based Reasoning Ability from LLMs （2023.09.22）
Bohao Yang, Chen Tang, Kangning Zhao, Chenghao Xiao, Chenghua Lin . - 【arXiv.org】
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions （2023.09.18）
Yevgen Chebotar, Q. Vuong, A. Irpan, Karol Hausman, F. Xia, etc . - 【arXiv.org】
Replacing softmax with ReLU in Vision Transformers （2023.09.15）
Mitchell Wortsman, Jaehoon Lee, Justin Gilmer, Simon Kornblith . - 【arXiv.org】
ZGaming: Zero-Latency 3D Cloud Gaming by Image Prediction （2023.09.01）
Jiangkai Wu, Yu Guan, Qi Mao, Yong Cui, Zongming Guo, etc . - 【Proceedings of the ACM SIGCOMM 2023 Conference】
Explaining Vision and Language through Graphs of Events in Space and Time （2023.08.29）
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu . - 【arXiv.org】
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation （2023.08.26）
Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, etc . - 【arXiv.org】
SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection （2023.08.24）
Xinyu Zhang, Yan Gong, Zhiwei Li, Xinchen Gao, Dafeng Jin, etc . - 【arXiv.org】
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding （2023.08.21）
Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, etc . - 【arXiv.org】
Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval （2023.08.15）
Chaorui Deng, Qi Chen, Pengda Qin, Dave Zhenyu Chen, Qi Wu . - 【arXiv.org】
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use （2023.08.12）
Yonatan Bitton, Hritik Bansal, Jack Hessel, Rulin Shao, Wanrong Zhu, etc . - 【arXiv.org】
Accelerating LLM Inference with Staged Speculative Decoding （2023.08.08）
Benjamin Spector, Christal Re . - 【arXiv.org】
3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment （2023.08.08）
Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, etc . - 【arXiv.org】
Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models （2023.08.06）
Zheng Ma, Mianzhi Pan, Wen-Lan Wu, Ka Leong Cheng, Jianbing Zhang, etc . - 【arXiv.org】
Pre-Trained Large Language Models for Industrial Control （2023.08.06）
Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian . - 【arXiv.org】
Training Large-scale Foundation Models on Emerging AI Chips （2023.08.04）
Aashiq Muhamed, Christian Bock, R. Solanki, Youngsuk Park, Yida Wang, etc . - 【Knowledge Discovery and Data Mining】
FLatten Transformer: Vision Transformer using Focused Linear Attention （2023.08.01）
Dongchen Han, Xuran Pan, Yizeng Han, Shiji Song, Gao Huang . - 【arXiv.org】
Med-Flamingo: a Multimodal Medical Few-shot Learner （2023.07.27）
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, C. Zakka, etc . - 【arXiv.org】
Universal and Transferable Adversarial Attacks on Aligned Language Models （2023.07.27）
Andy Zou, Zifan Wang, J. Z. Kolter, Matt Fredrikson . - 【arXiv.org】
CARTIER: Cartographic lAnguage Reasoning Targeted at Instruction Execution for Robots （2023.07.21）
Nikhil Kakodkar, D. Rivkin, Bobak H. Baghi, F. Hogan, Gregory Dudek . - 【arXiv.org】
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots （2023.07.16）
Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, etc
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation （2023.07.04）
Jian Guan, Minlie Huang . - 【Annual Meeting of the Association for Computational Linguistics】
Kosmos-2: Grounding Multimodal Large Language Models to the World （2023.06.26）
Zhiliang Peng, Wenhui Wang, Li Dong, Y. Hao, Shaohan Huang, etc . - 【arXiv.org】
AudioPaLM: A Large Language Model That Can Speak and Listen （2023.06.22）
Paul K. Rubenstein, Chulayuth Asawaroengchai, D. Nguyen, Ankur Bapna, Zalán Borsos, etc . - 【arXiv.org】
A. Youssef . - 【Ultrasound in Obstetrics and Gynecology】
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance （2023.06.08）
Qianqian Xie, Weiguang Han, Xiao Zhang, Yanzhao Lai, Min Peng, etc . - 【arXiv.org】
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models （2023.06.08）
Wenxuan Zhang, Sharifah Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing . - 【arXiv.org】
Simple and Controllable Music Generation （2023.06.08）
Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, etc . - 【arXiv.org】
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion （2023.06.05）
Dongfu Jiang, Xiang Ren, Bill Yuchen Lin . - 【arXiv.org】
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers （2023.05.29）
Mengzhao Chen, Wenqi Shao, Peng Xu, Mingbao Lin, Kaipeng Zhang, etc . - 【arXiv.org】
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers （2023.05.25）
Sotiris Anagnostidis, Dario Pavllo, L. Biggio, Lorenzo Noci, Aurélien Lucchi, etc . - 【arXiv.org】
On Degrees of Freedom in Defining and Testing Natural Language Understanding （2023.05.24）
Saku Sugawara, Shun Tsugita
Structural Ambiguity and its Disambiguation in Language Model Based Parsers: the Case of Dutch Clause Relativization （2023.05.24）
Gijs Wijnholds, Michael Moortgat
Mitigating Temporal Misalignment by Discarding Outdated Facts （2023.05.24）
Michael J.Q. Zhang, Eunsol Choi
On the Generalization of Diffusion Model （2023.05.24）
Mingyang Yi, Jiacheng Sun, Zhenguo Li
Vision + Language Applications: A Survey （2023.05.24）
Yutong Zhou, Nobutaka Shimada
Towards Revealing the Mystery behind Chain of Thought: a Theoretical Perspective （2023.05.24）
Guhao Feng, Yuntian Gu, Bohang Zhang, Haotian Ye, Di He, etc
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets （2023.05.24）
Brandon Smith, Miguel Farinha, Siobhan Mackenzie Hall, Hannah Rose Kirk, Aleksandar Shtedritski, etc
Unit-based Speech-to-Speech Translation Without Parallel Data （2023.05.24）
Anuj Diwan, Anirudh Srinivasan, David F. Harwath, Eunsol Choi
AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation （2023.05.24）
Rongjie Huang, Huadai Liu, Xize Cheng, Yi Ren, Linjun Li, etc
A Neural Space-Time Representation for Text-to-Image Personalization （2023.05.24）
Yuval Alaluf, Elad Richardson, Gal Metzer, Daniel Cohen-Or
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering （2023.05.24）
Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan
SAMScore: A Semantic Structural Similarity Metric for Image Translation Evaluation （2023.05.24）
Yunxiang Li, Meixu Chen, Wenxuan Yang, Kai Wang, Jun Ma, etc
Context-Aware Transformer Pre-Training for Answer Sentence Selection （2023.05.24）
Luca Di Liello, Siddhant Garg, Alessandro Moschitti
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence （2023.05.24）
Junyi Zhang, Charles Herrmann, Junhwa Hur, Luisa Polania Cabrera, Varun Jampani, etc
Visual Programming for Text-to-Image Generation and Evaluation （2023.05.24）
Jaemin Cho, Abhay Zala, Mohit Bansal
Towards Foundation Models for Relational Databases [Vision Paper] （2023.05.24）
Liane Vogel, Benjamin Hilprecht, Carsten Binnig
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation （2023.05.24）
Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Bjorn Deiseroth, etc
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers （2023.05.24）
Jingfeng Yao, Xinggang Wang, Shusheng Yang, Baoyuan Wang
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model （2023.05.24）
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, etc
LMs with a Voice: Spoken Language Modeling beyond Speech Tokens （2023.05.24）
Eliya Nachmani, Alon Levkovitch, Julian Salazar, Chulayutsh Asawaroengchai, Soroosh Mariooryad, etc
Robust Classification via a Single Diffusion Model （2023.05.24）
Huanran Chen, Yinpeng Dong, Zhengyi Wang, Xiao Yang, Chengqi Duan, etc
Multi-modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data （2023.05.24）
Hanqi Su, Binyang Song, Faez Ahmed
L-CAD: Language-based Colorization with Any-level Descriptions （2023.05.24）
Zheng Chang, Shuchen Weng, Pei Zhang, Yu Li, Si Li, etc
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models （2023.05.24）
Sungnyun Kim, Junsoo Lee, Kibeom Hong, Daesik Kim, Namhyuk Ahn
Pre-training Multi-party Dialogue Models with Latent Discourse Inference （2023.05.24）
Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao
Deceptive-NeRF: Enhancing NeRF Reconstruction using Pseudo-Observations from Diffusion Models （2023.05.24）
Xinhang Liu, Shiu-hong Kao, Jiaben Chen, Yu-Wing Tai, Chi-Keung Tang
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator （2023.05.24）
Ziwei He, Meng Yang, Minwei Feng, Jingcheng Yin, Xinbing Wang, etc
CSTS: Conditional Semantic Textual Similarity （2023.05.24）
Ameet Deshpande, Carlos E. Jimenez, Howard Chen, Vishvak S. Murahari, Victoria Graf, etc
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models （2023.05.24）
Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, etc
Contrastive Learning of Sentence Embeddings from Scratch （2023.05.24）
Junlei Zhang, Zhenzhong Lan, Junxian He
Meta-Learning Online Adaptation of Language Models （2023.05.24）
Nathan J. Hu, Eric Mitchell, Christopher D. Manning, Chelsea Finn
Who Wrote this Code? Watermarking for Code Generation （2023.05.24）
Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, etc
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering （2023.05.24）
Jiajie Zhang, Shulin Cao, Tingjia Zhang, Xin Lv, Jiaxin Shi, etc
Understanding Arithmetic Reasoning in Language Models using Causal Mediation Analysis （2023.05.24）
Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan
Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation （2023.05.24）
Mete Sertkan, Sophia Althammer, Sebastian Hofstatter
Ghostbuster: Detecting Text Ghostwritten by Large Language Models （2023.05.24）
Vivek Verma, Eve Fleisig, Nicholas Tomlin, Dan Klein
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science （2023.05.24）
Veniamin Veselovsky, Manoel Horta Ribeiro, Akhil Arora, Martin Josifoski, Ashton Anderson, etc
Active Learning for Natural Language Generation （2023.05.24）
Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, etc
SmartTrim: Adaptive Tokens and Parameters Pruning for Efficient Vision-Language Models （2023.05.24）
Zekun Wang, Jingchang Chen, Wangchunshu Zhou, Ming Liu, Bing Qin
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives （2023.05.24）
Xinpeng Wang, Leonie Weissweiler, Hinrich Schutze, Barbara Plank
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification （2023.05.24）
Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models （2023.05.24）
Gen Luo, Yiyi Zhou, Tianhe Ren, Shengxin Chen, Xiaoshuai Sun, etc
Measuring Faithful and Plausible Visual Grounding in VQA （2023.05.24）
Daniel Reich, Felix Putze, Tanja Schultz
Unlocking Temporal Question Answering for Large Language Models Using Code Execution （2023.05.24）
Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, etc
Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation （2023.05.24）
Haonan Li, Fajri Koto, Minghao Wu, Alham Fikri Aji, Timothy Baldwin
Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution （2023.05.24）
Hongbo Zhang, Xiang Wan, Benyou Wang
LLMDet: A Large Language Models Detection Tool （2023.05.24）
Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning （2023.05.24）
Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, etc
Reasoning with Language Model is Planning with World Model （2023.05.24）
Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, etc
MuLER: Detailed and Scalable Reference-based Evaluation （2023.05.24）
Taelin Karidi, Leshem Choshen, Gal Patel, Omri Abend
Large Language Models are Effective Table-to-Text Generators, Evaluators, and Feedback Providers （2023.05.24）
Yilun Zhao, Haowei Zhang, Shengyun Si, Linyong Nan, Xiangru Tang, etc
Non-adversarial Robustness of Deep Learning Methods for Computer Vision （2023.05.24）
Gorana Goji'c, Vladimir Vincan, Ognjen Kundavcina, Dragivsa Mivskovi'c, Dinu Dragan
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality （2023.05.24）
Tanay Dixit, Fei Wang, Muhao Chen
Sampling-based Uncertainty Estimation for an Instance Segmentation Network （2023.05.24）
Florian Heidecker, Ahmad El-Khateeb, Bernhard Sick
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach （2023.05.24）
Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui
MMNet: Multi-Mask Network for Referring Image Segmentation （2023.05.24）
Yichen Yan, Xingjian He, Wenxuan Wan, Jing Liu
Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks （2023.05.24）
Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury
Editing Commonsense Knowledge in GPT （2023.05.24）
Anshita Gupta, Debanjan Mondal, Akshay Krishna Sheshadri, Wenlong Zhao, Xiang Lorraine Li, etc
Focus Your Attention (with Adaptive IIR Filters) （2023.05.24）
Shahar Lutati, Itamar Zimerman, Lior Wolf
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages （2023.05.24）
Qi Gou, Zehua Xia, Wen-Hau Du
Trade-Offs Between Fairness and Privacy in Language Modeling （2023.05.24）
Cleo Matzken, Steffen Eger, Ivan Habernal
Frugal Prompting for Dialog Models （2023.05.24）
Bishal Santra, Sakya Basak, Abhinandan De, Manish Gupta, Pawan Goyal
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning （2023.05.24）
L. Guan, Karthik Valmeekam, Sarath Sreedharan, Subbarao Kambhampati
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection （2023.05.24）
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, etc
PIVOINE: Instruction Tuning for Open-world Information Extraction （2023.05.24）
Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, etc
Text encoders are performance bottlenecks in contrastive vision-language models （2023.05.24）
Amita Kamath, Jack Hessel, Kai-Wei Chang
HARD: Hard Augmentations for Robust Distillation （2023.05.24）
Arne F. Nix, Max F. Burg, Fabian H Sinz
Privacy Implications of Retrieval-Based Language Models （2023.05.24）
Yangsibo Huang, Samyak Gupta, Zexuan Zhong, Kai Li, Danqi Chen
Interpretable by Design Visual Question Answering （2023.05.24）
Xingyu Fu, Ben Zhou, Sihao Chen, Mark Yatskar, D. Roth
Leveraging GPT-4 for Automatic Translation Post-Editing （2023.05.24）
Vikas Raunak, Amr Sharaf, Hany Hassan Awadallah, Arul Menezes
ClusterLLM: Large Language Models as a Guide for Text Clustering （2023.05.24）
Yuwei Zhang, Zihan Wang, Jingbo Shang
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering （2023.05.24）
Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, etc
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers （2023.05.24）
Zixuan Jiang, Jiaqi Gu, Hanqing Zhu, D. Pan
SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning （2023.05.24）
Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee
Predicting Token Impact Towards Efficient Vision Transformer （2023.05.24）
Hong Wang, Su Yang, Xiaoke Huang, Weishan Zhang
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation （2023.05.24）
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Michael Zeng, etc
NuScenes-QA: A Multi-modal Visual Question Answering Benchmark for Autonomous Driving Scenario （2023.05.24）
Tianwen Qian, Jingjing Chen, Linhai Zhuo, Yang Jiao, Yu-Gang Jiang
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation （2023.05.24）
Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification （2023.05.24）
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, etc
Machine Reading Comprehension using Case-based Reasoning （2023.05.24）
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, R. Das, M. Zaheer, etc
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification （2023.05.24）
Chengyu Dong, Zihan Wang, Jingbo Shang
Text Conditional Alt-Text Generation for Twitter Images （2023.05.24）
Nikita Srivatsan, Sofia Samaniego, Omar Florez, Taylor Berg-Kirkpatrick
A Controllable QA-based Framework for Decontextualization （2023.05.24）
Benjamin Newman, Luca Soldaini, Raymond Fok, Arman Cohan, Kyle Lo
SSD-2: Scaling and Inference-time Fusion of Diffusion Language Models （2023.05.24）
Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov, Marjan Ghazvininejad
Dual Path Transformer with Partition Attention （2023.05.24）
Zhengkai Jiang, Liang Liu, Jiangning Zhang, Yabiao Wang, Mingang Chen, etc
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning （2023.05.24）
Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, Enamul Hoque, Shafiq Joty
SUVR: A Search-Based Approach to Unsupervised Visual Representation Learning （2023.05.24）
Yizhan Xu, Chih-Yao Chen, Cheng Li . - 【IEEE International Conference on Acoustics, Speech, and Signal Processing】
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation （2023.05.24）
Dongxu Yue, Qin Guo, Munan Ning, Jiaxi Cui, Yuesheng Zhu, etc
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding （2023.05.24）
Weijia Shi, Xiaochuang Han, M. Lewis, Yulia Tsvetkov, Luke Zettlemoyer, etc
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers （2023.05.24）
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
In-Context Demonstration Selection with Cross Entropy Difference （2023.05.24）
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, etc
GlobalBench: A Benchmark for Global Progress in Natural Language Processing （2023.05.24）
Y. Song, Catherine Cui, Simran Khanuja, Pengfei Liu, FAHIM FAISAL, etc
The student becomes the master: Matching GPT3 on Scientific Factual Error Correction （2023.05.24）
Dhananjay Ashok, Atharva Kulkarni, Hai Pham, Barnab'as P'oczos
PruMUX: Augmenting Data Multiplexing with Model Compression （2023.05.24）
Yushan Su, Vishvak S. Murahari, Karthik Narasimhan, Kai Li
Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts （2023.05.24）
Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, etc
AdvFunMatch: When Consistent Teaching Meets Adversarial Robustness （2023.05.24）
Ziuhi Wu, Haichang Gao, Bingqian Zhou, Ping Wang
SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank （2023.05.24）
Dheeraj Mekala, Adithya Samavedhi, Chengyu Dong, Jingbo Shang
A Causal View of Entity Bias in (Large) Language Models （2023.05.24）
Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval （2023.05.24）
S. Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, etc
Emergent inabilities? Inverse scaling over the course of pretraining （2023.05.24）
James A. Michaelov, B. Bergen
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models （2023.05.24）
Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities （2023.05.24）
Kangfu Mei, Mo Zhou, Vishal M. Patel
Ishani Mondal, Michelle Yuan, N Anandhavelu, Aparna Garimella, Francis Ferraro, etc
Dealing with Cross-Task Class Discrimination in Online Continual Learning （2023.05.24）
Yiduo Guo, Bing Liu, Dongyan Zhao
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion （2023.05.24）
Shaoxaing Wu, Damai Dai, Ziwei Qin, Tianyu Liu, Binghuai Lin, etc
A Joint Time-frequency Domain Transformer for Multivariate Time Series Forecasting （2023.05.24）
Yushu Chen, Shengzhuo Liu, Jinzhe Yang, Hao Jing, Wenlai Zhao, etc
Meta-review Generation with Checklist-guided Iterative Introspection （2023.05.24）
Qi Zeng, Mankeerat S. Sidhu, Hou Pong Chan, Lu Wang, Heng Ji
Reinforcement Learning finetuned Vision-Code Transformer for UI-to-Code Generation （2023.05.24）
Davit Soselia, Khalid Saifullah, Tianyi Zhou
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation （2023.05.24）
Yan Zhou, Qingkai Fang, Yang Feng
KNN-LM Does Not Improve Open-ended Text Generation （2023.05.24）
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, etc
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations （2023.05.24）
Wenting Zhao, Justin T. Chiu, Claire Cardie, Alexander M. Rush
Margarita Bugueno, Gerard de Melo
Adversarial Defenses via Vector Quantization （2023.05.23）
Zhiyi Dong, Yongyi Mao
Language Models with Rationality （2023.05.23）
Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, etc
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models （2023.05.23）
Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
Question Answering as Programming for Solving Time-Sensitive Questions （2023.05.23）
Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, etc
PaD: Program-aided Distillation Specializes Large Models in Reasoning （2023.05.23）
Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xingwei Long, Bowen Zhou
Aligning Large Language Models through Synthetic Feedback （2023.05.23）
Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Donghyun Kwak, etc
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models （2023.05.23）
Fangkai Jiao, Zhiyang Teng, Shafiq Joty, Bosheng Ding, Aixin Sun, etc
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models （2023.05.23）
Z. Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Wayne Xin Zhao, etc
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer （2023.05.22）
Huadai Liu, Rongjie Huang, Xuan Lin, Wenqiang Xu, Maozong Zheng, etc . - 【arXiv.org】
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules （2023.05.22）
Yanchen Liu, William Held, Diyi Yang
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision （2023.05.22）
Yucheng Cai, Hong Liu, Zhijian Ou, Y. Huang, Junlan Feng
Sentence Representations via Gaussian Embedding （2023.05.22）
Shohei Yoda, Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space （2023.05.22）
Chi Han, Jialiang Xu, Manling Li, Y. Fung, Chenkai Sun, etc
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space （2023.05.22）
Hanxing Ding, Liang Pang, Z. Wei, Huawei Shen, Xueqi Cheng, etc
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer （2023.05.22）
Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, etc
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches （2023.05.22）
Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models （2023.05.22）
Ioana Baldini, Chhavi Yadav, Payel Das, K. Varshney
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis （2023.05.22）
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance （2023.05.22）
Yue Zhang, Leyang Cui, Deng Cai, Xinting Huang, Tao Fang, etc
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT （2023.05.22）
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuo Wang, etc
Making Language Models Better Tool Learners with Execution Feedback （2023.05.22）
Shuofei Qiao, Honghao Gui, Huajun Chen, Ningyu Zhang
GPT-SW3: An Autoregressive Language Model for the Nordic Languages （2023.05.22）
Ariel Ekgren, Amaru Cuba Gyllensten, F. Stollenwerk, Joey Ohman, Tim Isbister, etc
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination （2023.05.22）
Dongfang Li, Jindi Yu, Baotian Hu, Zhenran Xu, Min Zhang
Infor-Coef: Information Bottleneck-based Dynamic Token Downsampling for Compact and Efficient language model （2023.05.21）
Wenxin Tan
Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text （2023.05.21）
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Neset Tan, etc
Retrieving Texts based on Abstract Descriptions （2023.05.21）
Shauli Ravfogel, Valentina Pyatkin, Amir D. N. Cohen, Avshalom Manevich, Yoav Goldberg
Pruning Pre-trained Language Models with Principled Importance and Self-regularization （2023.05.21）
Siyu Ren, Kenny Q. Zhu
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers （2023.05.21）
Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, etc
Movie101: A New Movie Understanding Benchmark （2023.05.20）
Zihao Yue, Qi Zhang, Anwen Hu, Liang Zhang, Ziheng Wang, etc
The Scope of ChatGPT in Software Engineering: A Thorough Investigation （2023.05.20）
Wei Ma, Shangqing Liu, Wenhan Wang, Qiang Hu, Ye Liu, etc
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs （2023.05.20）
Yatin Nandwani, Vineet Kumar, Dinesh Raghu, Sachindra Joshi, L. Lastras
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning （2023.05.20）
Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang
LogiCoT: Logical Chain-of-Thought Instruction-Tuning Data Collection with GPT-4 （2023.05.20）
Hanmeng Liu, Zhiyang Teng, Leyang Cui, Chaoli Zhang, Qiji Zhou, etc
Late-Constraint Diffusion Guidance for Controllable Image Synthesis （2023.05.19）
Chang Liu, Dong Liu . - 【arXiv.org】
PASTS: Progress-Aware Spatio-Temporal Transformer Speaker For Vision-and-Language Navigation （2023.05.19）
Liuyi Wang, Chengju Liu, Zongtao He, Shu Li, Qingqing Yan, etc . - 【arXiv.org】
Self-QA: Unsupervised Knowledge Guided Language Model Alignment （2023.05.19）
Xuanyu Zhang, Qing Yang
SelfzCoT: a Self-Prompt Zero-shot CoT from Semantic-level to Code-level for a Better Utilization of LLMs （2023.05.19）
IokTong Lei, ZhiDong Deng . - 【arXiv.org】
Self-Agreement: A Framework for Fine-tuning Language Models to Find Agreement among Diverse Opinions （2023.05.19）
Shiyao Ding, Takayuki Ito . - 【arXiv.org】
MaGIC: Multi-modality Guided Image Completion （2023.05.19）
Yongsheng Yu, Hao Wang, Tiejian Luo, Hengrui Fan, Libo Zhang . - 【arXiv.org】
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization （2023.05.19）
Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang . - 【arXiv.org】
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases （2023.05.19）
Xin Liu, Muhammad Khalifa, Lu Wang
STOAT: Structured Data to Analytical Text With Controls （2023.05.19）
Deepanway Ghosal, Preksha Nema, A. Raghuveer . - 【arXiv.org】
Decouple knowledge from paramters for plug-and-play language modeling （2023.05.19）
Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan . - 【arXiv.org】
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona （2023.05.19）
Yihong Tang, Bo Wang, Miao Fang, Dongming Zhao, Kun Huang, etc . - 【arXiv.org】
XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters （2023.05.19）
Xuanyu Zhang, Qing Yang, Dongliang Xu
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning （2023.05.19）
Mustafa Safa Ozdayi, Charith S. Peris, Jack G. M. FitzGerald, Christophe Dupuy, Jimit Majmudar, etc . - 【arXiv.org】
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought （2023.05.19）
Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, etc . - 【arXiv.org】
LLM Itself Can Read and Generate CXR Images （2023.05.19）
Suhyeon Lee, Won Jun Kim, Jong-Chul Ye . - 【arXiv.org】
Post Hoc Explanations of Language Models Can Improve Language Models （2023.05.19）
Satyapriya, Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, etc . - 【arXiv.org】
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models （2023.05.19）
Sixing Yu, J. P. Muñoz, A. Jannesari . - 【arXiv.org】
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning （2023.05.19）
Po-Nien Kung, Nanyun Peng . - 【arXiv.org】
AutoTrial: Prompting Language Models for Clinical Trial Design （2023.05.19）
Zifeng Wang, Cao Xiao, Jimeng Sun . - 【arXiv.org】
Democratized Diffusion Language Model （2023.05.18）
Nikita Balagansky, Daniil Gavrilov . - 【arXiv.org】
Ahead-of-Time P-Tuning （2023.05.18）
Daniil Gavrilov, Nikita Balagansky . - 【arXiv.org】
VideoFactory: Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation （2023.05.18）
Wenjing Wang, Huan Yang, Zixi Tuo, Huiguo He, Junchen Zhu, etc . - 【arXiv.org】
TextDiffuser: Diffusion Models as Text Painters （2023.05.18）
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, etc . - 【arXiv.org】
LDM3D: Latent Diffusion Model for 3D （2023.05.18）
Gabriela Ben Melech Stan, Diana Wofk, Scottie Fox, Alex Redden, Will Saxton, etc . - 【arXiv.org】
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling （2023.05.18）
Shitong Shao, Xu Dai, Shouyi Yin, Lujun Li, Huanran Chen, etc . - 【arXiv.org】
Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend （2023.05.18）
Chong Yu, Tao Chen, Zhongxue Gan . - 【arXiv.org】
Boost Vision Transformer with GPU-Friendly Sparsity and Quantization （2023.05.18）
Chong Yu, Tao Chen, Zhongxue Gan, Jiayuan Fan . - 【arXiv.org】
Zero-Day Backdoor Attack against Text-to-Image Diffusion Models via Personalization （2023.05.18）
Yihao Huang, Qing Guo, Felix Juefei-Xu . - 【arXiv.org】
Tuned Contrastive Learning （2023.05.18）
Chaitanya Animesh, Manmohan Chandraker . - 【arXiv.org】
Content-based Unrestricted Adversarial Attack （2023.05.18）
Zhaoyu Chen, Bo Li, Shuang Wu, Kaixun Jiang, Shouhong Ding, etc . - 【arXiv.org】
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation （2023.05.18）
Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng . - 【arXiv.org】
How does the task complexity of masked pretraining objectives affect downstream performance? （2023.05.18）
Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio, Yasuhiro Sogawa . - 【arXiv.org】
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings （2023.05.18）
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Chong Deng, etc . - 【arXiv.org】
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval （2023.05.18）
Yue Yu, Yuchen Zhuang, Rongzhi Zhang, Yu Meng, Jiaming Shen, etc . - 【arXiv.org】
LIMA: Less Is More for Alignment （2023.05.18）
Chunting Zhou, Pengfei Liu, Puxin Xu, Srini Iyer, Jiao Sun, etc . - 【arXiv.org】
Efficient Prompting via Dynamic In-Context Learning （2023.05.18）
Wangchunshu Zhou, Yuchen Jiang, Ryan Cotterell, Mrinmaya Sachan . - 【arXiv.org】
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities （2023.05.18）
Dong Zhang, Shimin Li, Xin Zhang, Jun Zhan, P. Wang, etc . - 【arXiv.org】
The Web Can Be Your Oyster for Improving Large Language Models （2023.05.18）
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, J. Nie, etc . - 【arXiv.org】
TOME: A Two-stage Approach for Model-based Retrieval （2023.05.18）
Ruiyang Ren, Wayne Xin Zhao, J. Liu, Huaqin Wu, Ji-rong Wen, etc . - 【arXiv.org】
Inverted Non-maximum Suppression for more Accurate and Neater Face Detection （2023.05.17）
Lian Liu, Liguo Zhou . - 【arXiv.org】
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models （2023.05.17）
Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, etc . - 【arXiv.org】
G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks （2023.05.17）
Anchun Gui, Jinqiang Ye, Han Xiao . - 【arXiv.org】
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario （2023.05.17）
Chengcheng Han, Liqing Cui, Renyu Zhu, J. Wang, Nuo Chen, etc . - 【arXiv.org】
AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression （2023.05.17）
Siyue Wu, Hongzhan Chen, Xiaojun Quan, Qifan Wang, Rui Wang . - 【arXiv.org】
CooK: Empowering General-Purpose Language Models with Modular and Collaborative Knowledge （2023.05.17）
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SLiC-HF: Sequence Likelihood Calibration with Human Feedback （2023.05.17）
Yao Zhao, Rishabh Joshi, Tianqi Liu, Misha Khalman, Mohammad Saleh, etc . - 【arXiv.org】
LeTI: Learning to Generate from Textual Interactions （2023.05.17）
Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji . - 【arXiv.org】
M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models （2023.05.17）
Chuang Liu, Renren Jin, Yuqi Ren, Linhao Yu, Tianyu Dong, etc . - 【arXiv.org】
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling （2023.05.17）
Weijia Xu, Andrzej Banburski-Fahey, N. Jojic . - 【arXiv.org】
On Dataset Transferability in Active Learning for Transformers （2023.05.16）
Fran Jelenić, Josip Jukic, Nina Drobac, Jan vSnajder . - 【arXiv.org】
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages （2023.05.07）
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Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision （2023.05.04）
Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, etc . - 【arXiv.org】
AutoML-GPT: Automatic Machine Learning with GPT （2023.05.04）
Shujian Zhang, Chengyue Gong, Lemeng Wu, Xingchao Liu, Mi Zhou . - 【arXiv.org】
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes （2023.05.03）
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, etc . - 【arXiv.org】
Unlimiformer: Long-Range Transformers with Unlimited Length Input （2023.05.02）
Amanda Bertsch, Uri Alon, Graham Neubig, Matthew R. Gormley . - 【arXiv.org】
Transfer Visual Prompt Generator across LLMs （2023.05.02）
Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, etc . - 【arXiv.org】
Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xinwei Deng, A. Awadallah, etc
Segment Anything Model for Medical Image Analysis: an Experimental Study （2023.04.20）
Maciej A. Mazurowski, Haoyu Dong, Han Gu, Jichen Yang, N. Konz, etc
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models （2023.04.19）
Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, etc
Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks （2023.04.18）
Sheng He, Rina Bao, Jingpeng Li, P. Grant, Yangming Ou
Chuanfei Hu, Xinde Li
F. Putz, Johanna Grigo, T. Weissmann, P. Schubert, D. Hoefler, etc
Deep learning universal crater detection using Segment Anything Model (SAM) （2023.04.16）
I. Giannakis, A. Bhardwaj, L. Sam, G. Leontidis . - 【arXiv.org】
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging （2023.04.09）
Ruining Deng, C. Cui, Quan Liu, Tianyuan Yao, L. W. Remedios, etc . - 【arXiv.org】
TagGPT: Large Language Models are Zero-shot Multimodal Taggers （2023.04.06）
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling （2023.04.03）
Stella Biderman, Hailey Schoelkopf, Quentin Anthony, Herbie Bradley, Kyle O'Brien, etc
BloombergGPT: A Large Language Model for Finance （2023.03.30）
Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, etc
Scaling Expert Language Models with Unsupervised Domain Discovery （2023.03.24）
Suchin Gururangan, Margaret Li, Mike Lewis, Weijia Shi, Tim Althoff, etc
Sparks of Artificial General Intelligence: Early experiments with GPT-4 （2023.03.22）
S'ebastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, etc
CoLT5: Faster Long-Range Transformers with Conditional Computation （2023.03.17）
J. Ainslie, Tao Lei, Michiel de Jong, Santiago Ontan'on, Siddhartha Brahma, etc . - 【ArXiv】
Meet in the Middle: A New Pre-training Paradigm （2023.03.13）
A. Nguyen, Nikos Karampatziakis, Weizhu Chen . - 【ArXiv】
High-throughput Generative Inference of Large Language Models with a Single GPU （2023.03.13）
Ying Sheng, Lianmin Zheng, Binhang Yuan, Zhuohan Li, Max Ryabinin, etc . - 【ArXiv】
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement （2023.03.12）
Yuanhao Cai, Hao Bian, Jing Lin, Haoqian Wang, R. Timofte, etc . - 【arXiv.org】
Stabilizing Transformer Training by Preventing Attention Entropy Collapse （2023.03.11）
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An Overview on Language Models: Recent Developments and Outlook （2023.03.10）
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Foundation Models for Decision Making: Problems, Methods, and Opportunities （2023.03.07）
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How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding （2023.03.07）
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LLaMA: Open and Efficient Foundation Language Models （2023.02.27）
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, etc . - 【ArXiv】
Complex QA and language models hybrid architectures, Survey （2023.02.17）
Xavier Daull, P. Bellot, Emmanuel Bruno, Vincent Martin, Elisabeth Murisasco . - 【arXiv.org】
OVO: One-shot Vision Transformer Search with Online distillation （2022.12.28）
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Self-Instruct: Aligning Language Model with Self Generated Instructions （2022.12.20）
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Solving Math Word Problem via Cooperative Reasoning induced Language Models （2022.10.28）
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Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback （2022.04.12）
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PaLM: Scaling Language Modeling with Pathways （2022.04.05）
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Training language models to follow instructions with human feedback （2022.03.04）
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LoRA: Low-Rank Adaptation of Large Language Models （2021.06.17）
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LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders
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Entropy-Regularized Token-Level Policy Optimization for Large Language Models
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