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 151–171 of 171 papers

Title	Date	Tasks	Status
A Compare-Aggregate Model for Matching Text Sequences	Nov 6, 2016	Answer Selectionmodel	CodeCode Available
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering	Nov 22, 2019	Answer SelectionCommunity Question Answering	CodeCode Available
Representation Learning for Answer Selection with LSTM-Based Importance Weighting	Jan 1, 2017	Answer SelectionCommunity Question Answering	CodeCode Available
Review-guided Helpful Answer Identification in E-commerce	Mar 13, 2020	Answer SelectionCommunity Question Answering	CodeCode Available
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards	Feb 1, 2024	Answer SelectionLanguage Modeling	CodeCode Available
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA	Sep 25, 2024	Answer SelectionQuestion Answering	CodeCode Available
BERTSel: Answer Selection with Pre-trained Models	May 18, 2019	Answer SelectionNatural Language Inference	CodeCode Available
Sequential Attention with Keyword Mask Model for Community-based Question Answering	Jun 1, 2019	Answer SelectionQuestion Answering	CodeCode Available
Gated-Attention Readers for Text Comprehension	Jun 5, 2016	Answer SelectionOpen-Domain Question Answering	CodeCode Available
Simple and Effective Text Matching with Richer Alignment Features	Aug 1, 2019	Answer SelectionNatural Language Inference	CodeCode Available
Learning Recurrent Span Representations for Extractive Question Answering	Nov 4, 2016	Answer SelectionExtractive Question-Answering	CodeCode Available
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks	Aug 24, 2019	Answer SelectionGraph Neural Network	CodeCode Available
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems	Jun 30, 2015	Answer SelectionConversational Response Selection	CodeCode Available
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs	Dec 16, 2015	Answer SelectionNatural Language Inference	CodeCode Available
Attentive Pooling Networks	Feb 11, 2016	Answer SelectionQuestion Answering	CodeCode Available
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation	Feb 14, 2024	Answer SelectionIn-Context Learning	CodeCode Available
Hierarchical Memory Networks for Answer Selection on Unknown Words	Sep 28, 2016	Answer SelectionQuestion Answering	CodeCode Available
Applying Deep Learning to Answer Selection: A Study and An Open Task	Aug 7, 2015	Answer SelectionQuestion Answering	CodeCode Available
LSTM-based Deep Learning Models for Non-factoid Answer Selection	Nov 12, 2015	Answer SelectionDeep Learning	CodeCode Available
M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection	Apr 19, 2016	Answer SelectionMetric Learning	CodeCode Available
Solution of DeBERTaV3 on CommonsenseQA	Apr 30, 2022	Answer SelectionNatural Language Inference	CodeCode Available

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