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 26–50 of 171 papers

Title	Date	Tasks	Status	Score
Attentive Pooling Networks	Feb 11, 2016	Answer SelectionQuestion Answering	CodeCode Available	5
LSTM-based Deep Learning Models for Non-factoid Answer Selection	Nov 12, 2015	Answer SelectionDeep Learning	CodeCode Available	5
Review-guided Helpful Answer Identification in E-commerce	Mar 13, 2020	Answer SelectionCommunity Question Answering	CodeCode Available	5
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering	Oct 13, 2020	Answer SelectionConversational Question Answering	CodeCode Available	5
Simple and Effective Text Matching with Richer Alignment Features	Aug 1, 2019	Answer SelectionNatural Language Inference	CodeCode Available	5
Applying Deep Learning to Answer Selection: A Study and An Open Task	Aug 7, 2015	Answer SelectionQuestion Answering	CodeCode Available	5
M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection	Apr 19, 2016	Answer SelectionMetric Learning	CodeCode Available	5
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling	Oct 11, 2022	Answer SelectionNatural Language Inference	CodeCode Available	5
Learning Recurrent Span Representations for Extractive Question Answering	Nov 4, 2016	Answer SelectionExtractive Question-Answering	CodeCode Available	5
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs	Dec 16, 2015	Answer SelectionNatural Language Inference	CodeCode Available	5
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification	Aug 1, 2017	Answer SelectionCommunity Question Answering	CodeCode Available	5
Gated-Attention Readers for Text Comprehension	Jun 5, 2016	Answer SelectionOpen-Domain Question Answering	CodeCode Available	5
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering	Nov 22, 2019	Answer SelectionCommunity Question Answering	CodeCode Available	5
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation	Feb 14, 2024	Answer SelectionIn-Context Learning	CodeCode Available	5
BERTSel: Answer Selection with Pre-trained Models	May 18, 2019	Answer SelectionNatural Language Inference	CodeCode Available	5
A Gated Self-attention Memory Network for Answer Selection	Sep 13, 2019	Answer SelectionTransfer Learning	CodeCode Available	5
A Compare-Aggregate Model for Matching Text Sequences	Nov 6, 2016	Answer Selectionmodel	CodeCode Available	5
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems	Jul 15, 2023	Answer GenerationAnswer Selection	CodeCode Available	5
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the Art	Oct 1, 2022	Answer Selectioncoreference-resolution	CodeCode Available	5
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering	Dec 6, 2018	Answer SelectionKnowledge Base Question Answering	CodeCode Available	5
Neural Duplicate Question Detection without Labeled Training Data	Nov 13, 2019	Answer SelectionCommunity Question Answering	CodeCode Available	5
Document Modeling with External Attention for Sentence Extraction	Jul 1, 2018	Answer SelectionDocument Summarization	CodeCode Available	5
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks	Aug 24, 2019	Answer SelectionGraph Neural Network	CodeCode Available	5
Raven's Progressive Matrices Completion with Latent Gaussian Process Priors	Mar 22, 2021	Answer SelectionGaussian Processes	CodeCode Available	5
Hierarchical Memory Networks for Answer Selection on Unknown Words	Sep 28, 2016	Answer SelectionQuestion Answering	CodeCode Available	5

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