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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

Showing 51100 of 171 papers

TitleStatusHype
Getting MoRE out of Mixture of Language Model Reasoning Experts0
MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection0
Knowledgeable Dialogue Reading Comprehension on Key Turns0
OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data0
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task0
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement0
Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems0
PerCQA: Persian Community Question Answering Dataset0
PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering0
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata0
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection0
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English0
Question Answering Using Enhanced Lexical Semantic Models0
Question-Answer Selection in User to User Marketplace Conversations0
Question-Answer Sentence Graph for Joint Modeling Answer Selection0
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm0
SemEval-2015 Task 3: Answer Selection in Community Question Answering0
Skipping Word: A Character-Sequential Representation based Framework for Question Answering0
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering0
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References0
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching0
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification0
The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings0
Thread-Level Information for Comment Classification in Community Question Answering0
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting0
VectorSLU: A Continuous Word Vector Approach to Answer Selection in Community Question Answering Systems0
Voltron: A Hybrid System For Answer Validation Based On Lexical And Distance Features0
Weighted Global Normalization for Multiple Choice Reading Comprehension over Long Documents0
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities0
WikiQA: A Challenge Dataset for Open-Domain Question Answering0
Zero-Shot End-To-End Spoken Question Answering In Medical Domain0
Deceptive Answer Prediction with User Preference Graph0
DEIM: An effective deep encoding and interaction model for sentence matching0
Distributed Deep Learning for Question Answering0
Double Retrieval and Ranking for Accurate Question Answering0
Dynamic Feature Generation Network for Answer Selection0
ECNU: Using Multiple Sources of CQA-based Information for Answers Selection and YES/NO Response Inference0
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights0
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models0
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering0
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset0
Evaluating Machine Reading Systems through Comprehension Tests0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering0
ExplanationLP: Abductive Reasoning for Explainable Science Question Answering0
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs0
Exploiting WordNet Synset and Hypernym Representations for Answer Selection0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering0
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