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Response Selection QA

2013: 1

EMNLP 13:

Automatic feature engineering for answer selection and extraction

2014: 1

EACL 14:

Improving distributional semantic vectors through context selection and normalisation

2015: 3

ACL 15:

A long short-term memory model for answer sentence selection in question answering

Answer sequence learning with neural networks for answer selection in community question answering

AAAI 15:

Question/answer matching for CQA system via combining lexical and sequential information

2016: 6

EMNLP 16:

Addressee and response selection for multi-party conversation

Multi-view response selection for human-computer conversation

ACL 16:

Inner attention based recurrent neural networks for answer selection

Improved representation learning for question answer matching

COLING 16:

FastHybrid: A Hybrid Model for Efficient Answer Selection

Hierarchical memory networks for answer selection on unknown words

2017: 6

AAAI 17:

Attentive interactive neural networks for answer selection in community question answering

Word embedding based correlation model for question/answer matching

IJCAI 17:

Finding Prototypes of Answers for Improving Answer Sentence Selection.

EACL 17:

Discriminative information retrieval for question answering sentence selection

ACL 17:

Sequential matching network: A new architecture for multi-turn response selection in retrieval-based chatbots

TKDE 17:

Answering natural language questions by subgraph matching over knowledge graphs

2018: 22

AAAI 18:

A multi-view fusion neural network for answer selection

Addressee and response selection in multi-party conversations with speaker interaction rnns

Customized nonlinear bandits for online response selection in neural conversation models

Hybrid attentive answer selection in CQA with deep users modelling

COLING 18:

A review on deep learning techniques applied to answer selection

Addressee and Response Selection for Multilingual Conversation

Integrating question classification and deep learning for improved answer selection

Knowledge as A bridge: Improving cross-domain answer selection with external knowledge

One vs. many qa matching with both word-level and sentence-level attention network

EMNLP 18:

Cross-pair text representations for answer sentence selection

Data Augmentation for Neural Online Chat Response Selection

Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection

Sentiment classification towards question-answering with hierarchical matching network

Workshop:

Preferred Answer Selection in Stack Overflow: Better Text Representations... and Metadata, Metadata, Metadata

CONLL 18:

Improving response selection in multi-turn dialogue systems by incorporating domain knowledge

ACL 18:

Learning matching models with weak supervision for response selection in retrieval-based chatbots

Multi-turn response selection for chatbots with deep attention matching network

One time of interaction may not be enough: Go deep with an interaction-over-interaction network for response selection in dialogues

Question condensing networks for answer selection in community question answering

Tackling Adversarial Examples in QA via Answer Sentence Selection

SIGIR 18:

Multihop attention networks for question answer matching

ACM MM 18:

Attentive interactive convolutional matching for community question answering in social multimedia

2019: 29

EMNLP 19:

Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials

A Gated Self-attention Memory Network for Answer Selection

A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection

Dually interactive matching network for personalized response selection in retrieval-based chatbots

Improving Answer Selection and Answer Triggering using Hard Negatives

Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots

Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering

IJCAI 19:

A document-grounded matching network for response selection in retrieval-based chatbots

Generating multiple diverse responses with multi-mapping and posterior mapping selection

AAAI 19:

A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset Adversarial training for community question answer selection based on multi-scale matching

Coala: A neural coverage-based approach for long answer selection with small data

Multi-task learning with multi-view attention for answer selection and knowledge base question answering

CL 19

A sequential matching framework for multi-turn response selection in retrieval-based chatbots

ACL 19:

Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering

CIKM 19:

Interactive matching network for multi-turn response selection in retrieval-based chatbots

Interactive matching network for multi-turn response selection in retrieval-based chatbots

Multi-Turn Response Selection in Retrieval-Based Chatbots with Iterated Attentive Convolution Matching Network

CONLL 19:

Learning Analogy-Preserving Sentence Embeddings for Answer Selection TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots

NAACL 19:

FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase

ACM MM 19:

Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching

BIBM 19:

Knowledge Abstraction Matching for Medical Question Answering

ICDM 19:

Multi-hop Knowledge Base Question Answering with an Iterative Sequence Matching Model

TALLP 19:

Response selection and automatic message-response expansion in retrieval-based QA systems using semantic dependency pair model

ICASSP 19:

Sequential Matching Model for End-to-end Multi-turn Response Selection

Deep Hybrid Networks Based Response Selection for Multi-turn Dialogue Systems

2020: 1

TASLP 2020:

Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots