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Text Matching

2013: 12

A deep architecture for matching short texts

AAAI 13:

A Pattern Matching Based Model for Implicit Opinion Question Identification

EMNLP 13:

A semantically enhanced approach to determine textual similarity

Application of localized similarity for web documents

Discriminative improvements to distributional sentence similarity

Identifying web search query reformulation using concept based matching

Orthonormal explicit topic analysis for cross-lingual document matching

Identifying web search query reformulation using concept based matching

ACL 13:

Align, disambiguate and walk: A unified approach for measuring semantic similarity

Dkpro similarity: An open source framework for text similarity

Learning semantic textual similarity with structural representations

Semilar: The semantic similarity toolkit

2014: 4

NIPS 14:

Convolutional neural network architectures for matching natural language sentences

TACL 14:

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

ACL 14:

Predicting the relevance of distributional semantic similarity with contextual information

Probabilistic soft logic for semantic textual similarity

2015: 8

NAACL 15:

A preliminary evaluation of the impact of syntactic structure in semantic textual similarity and semantic relatedness tasks

An open-source framework for multi-level semantic similarity measurement

Matching citation text and cited spans in biomedical literature: a search-oriented approach

Unsupervised sparse vector densification for short text similarity

ACL 15:

An empirical study of chinese name matching and applications

Multigrancnn: An architecture for general matching of text chunks on multiple levels of granularity

EMNLP 15:

Multi-perspective sentence similarity modeling with convolutional neural networks

IJCAI 15:

Syntax-based deep matching of short texts

2016: 13

COLING 16:

A paraphrase and semantic similarity detection system for user generated short-text content on microblogs

Building a monolingual parallel corpus for text simplification using sentence similarity based on alignment between word embeddings

Reddit temporal n-gram corpus and its applications on paraphrase and semantic similarity in social media using a topic-based latent semantic analysis

Sentence similarity learning by lexical decomposition and composition

Task-oriented intrinsic evaluation of semantic textual similarity

NAACL 16:

Bayesian supervised domain adaptation for short text similarity

Pairwise word interaction modeling with deep neural networks for semantic similarity measurement

ACL 16:

Deep fusion lstms for text semantic matching

Learning text pair similarity with context-sensitive autoencoders

NIPS 16:

Matching networks for one shot learning

AAAI 16:

Siamese recurrent architectures for learning sentence similarity

Text matching as image recognition

CIKM 16:

aNMM: Ranking short answer texts with attention-based neural matching model

2017: 12

ICLR 17:

A compare-aggregate model for matching text sequences

EMNLP 17:

A novel cascade model for learning latent similarity from heterogeneous sequential data of MOOC

Determining semantic textual similarity using natural deduction proofs

Shortest-path graph kernels for document similarity

IJCAI 17:

Bilateral multi-perspective matching for natural language sentences

News across languages-cross-lingual document similarity and event tracking

AAAI 17:

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity

EACL 17:

Task-specific attentive pooling of phrase alignments contributes to sentence matching

CONLL 17:

Learning contextual embeddings for structural semantic similarity using categorical information

ACL 17:

TextFlow: A text similarity measure based on continuous sequences

CICLing 17:

Matching, re-ranking and scoring: Learning textual similarity by incorporating dependency graph alignment and coverage features

TIS 17:

Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications

2018: 26

ACL 18:

Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions …

CONLL 18:

Aggregated semantic matching for short text entity linking

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm based on Learned High Dimensional Encoding

ACL 18:

Document similarity for texts of varying lengths via hidden topics

Injecting relational structural representation in neural networks for question similarity

Learning semantic textual similarity from conversations

Learning Thematic Similarity Metric Using Triplet Networks

Transfer learning for context-aware question matching in information-seeking conversations in e-commerce

Workshop:

Domain adaptation for disease phrase matching with adversarial networks

NAACL 18:

EMR Coding with Semi–Parametric Multi–Head Matching Networks

Learning to disentangle interleaved conversational threads with a siamese hierarchical network and similarity ranking

IJCAI 18:

ACV-tree: A New Method for Sentence Similarity Modeling.

Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains.

AAAI 18:

CA-RNN: using context-aligned recurrent neural networks for modeling sentence similarity

Deconvolutional latent-variable model for text sequence matching

Improved text matching by enhancing mutual information

Knowledge enhanced hybrid neural network for text matching

COLING 18:

Can taxonomy help? Improving semantic question matching using question taxonomy

Employing text matching network to recognise nuclearity in chinese discourse

Lcqmc: A large-scale chinese question matching corpus

Workshop:

Replicated siamese lstm in ticketing system for similarity learning and retrieval in asymmetric texts

Rule-based vs. neural net approaches to semantic textual similarity

EMNLP 18:

Co-stack residual affinity networks with multi-level attention refinement for matching text sequences

Structured alignment networks for matching sentences

The bq corpus: A large-scale domain-specific chinese corpus for sentence semantic equivalence identification

NIPS 18:

Learning semantic similarity in a continuous space

KDD 18:

Mix: Multi-channel information crossing for text matching

CIKM 18:

Mix'n Match: Integrating Text Matching and Product Substitutability within Product Search

2019: 28

ACL 19:

A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching

Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets

Matching Article Pairs with Graphical Decomposition and Convolutions

Selection bias explorations and debias methods for natural language sentence matching datasets

Sentence mover's similarity: Automatic evaluation for multi-sentence texts

Simple and effective text matching with richer alignment features

NAACL 19:

Correlation Coefficients and Semantic Textual Similarity

Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing

CONLL 19:

Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data

ICML 19:

Lgm-net: Learning to generate matching networks for few-shot learning

EMNLP 19:

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching

Bridging the Gap Between Relevance Matching and Semantic Matching for Short Text Similarity Modeling

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling

Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space

Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems

AAAI 19:

Drr-net: Dynamic re-read network for sentence semantic matching

Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding

Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning

Semantic sentence matching with densely-connected recurrent and co-attentive information

Similarity learning via kernel preserving embedding

IJCAI 19:

Dual-view variational autoencoders for semi-supervised text matching

WWW 19:

A Multimodal Text Matching Model for Obfuscated Language Identification in Adversarial Communication?

Semantic text matching for long-form documents

WSDM 19:

Learning to selectively transfer: Reinforced transfer learning for deep text matching

SIGIR 19:

MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching

Multi-Level Matching Networks for Text Matching

IJCNN 19:

Multi-Level Compare-Aggregate Model for Text Matching