Answer Selection

Answer Selection is the task of identifying the correct answer to a question from a pool of candidate answers. This task can be formulated as a classification or a ranking problem.

Source: Learning Analogy-Preserving Sentence Embeddings for Answer Selection

Papers

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Showing 126–150 of 171 papers

Title	Date	Tasks	Status
Representation Learning for Answer Selection with LSTM-Based Importance Weighting	Jan 1, 2017	Answer SelectionCommunity Question Answering	CodeCode Available
FastHybrid: A Hybrid Model for Efficient Answer Selection	Dec 1, 2016	Answer SelectionInformation Retrieval	—Unverified
A Compare-Aggregate Model for Matching Text Sequences	Nov 6, 2016	Answer Selectionmodel	CodeCode Available
Learning Recurrent Span Representations for Extractive Question Answering	Nov 4, 2016	Answer SelectionExtractive Question-Answering	CodeCode Available
Learning to Answer Questions from Wikipedia Infoboxes	Nov 1, 2016	Answer SelectionOpen-Domain Question Answering	—Unverified
Hierarchical Memory Networks for Answer Selection on Unknown Words	Sep 28, 2016	Answer SelectionQuestion Answering	CodeCode Available
Skipping Word: A Character-Sequential Representation based Framework for Question Answering	Sep 2, 2016	Answer SelectionQuestion Answering	—Unverified
Learning Semantic Relatedness in Community Question Answering Using Neural Models	Aug 1, 2016	Answer SelectionCommunity Question Answering	—Unverified
Improved Representation Learning for Question Answer Matching	Aug 1, 2016	Answer SelectionNatural Language Inference	—Unverified
A Sentence Interaction Network for Modeling Dependence between Sentences	Aug 1, 2016	Answer SelectionFeature Engineering	—Unverified
Inner Attention based Recurrent Neural Networks for Answer Selection	Aug 1, 2016	Answer SelectionMachine Translation	—Unverified
Gated-Attention Readers for Text Comprehension	Jun 5, 2016	Answer SelectionOpen-Domain Question Answering	CodeCode Available
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering	Jun 1, 2016	Answer SelectionCommunity Question Answering	—Unverified
ITNLP-AiKF at SemEval-2016 Task 3 a quesiton answering system using community QA repository	Jun 1, 2016	Answer SelectionCommunity Question Answering	—Unverified
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement	Jun 1, 2016	Answer SelectionParaphrase Generation	—Unverified
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities	Apr 23, 2016	Answer SelectionNatural Language Inference	—Unverified
M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection	Apr 19, 2016	Answer SelectionMetric Learning	CodeCode Available
Attentive Pooling Networks	Feb 11, 2016	Answer SelectionQuestion Answering	CodeCode Available
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs	Dec 16, 2015	Answer SelectionNatural Language Inference	CodeCode Available
Neural Variational Inference for Text Processing	Nov 19, 2015	Answer SelectionQuestion Answering	CodeCode Available
LSTM-based Deep Learning Models for Non-factoid Answer Selection	Nov 12, 2015	Answer SelectionDeep Learning	CodeCode Available
Distributed Deep Learning for Question Answering	Nov 3, 2015	Answer SelectionDeep Learning	—Unverified
WikiQA: A Challenge Dataset for Open-Domain Question Answering	Sep 1, 2015	Answer SelectionOpen-Domain Question Answering	—Unverified
Applying Deep Learning to Answer Selection: A Study and An Open Task	Aug 7, 2015	Answer SelectionQuestion Answering	CodeCode Available
Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach	Jul 1, 2015	Answer SelectionCommunity Question Answering	—Unverified

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