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 1–25 of 171 papers

Title	Date	Tasks	Status	Hype	Score
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks	Apr 9, 2024	Answer SelectionLong-Context Understanding	CodeCode Available	2	5
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models	Apr 24, 2025	Answer SelectionInformation Retrieval	CodeCode Available	2	5
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering	Oct 10, 2017	Answer SelectionClustering	CodeCode Available	1	5
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task	May 1, 2020	Answer SelectionSentence	CodeCode Available	1	5
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale	Oct 2, 2020	Answer SelectionCommunity Question Answering	CodeCode Available	1	5
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings	Jul 1, 2020	Answer SelectionKnowledge Graphs	CodeCode Available	1	5
Paragraph-based Transformer Pre-training for Multi-Sentence Inference	May 2, 2022	Answer SelectionFact Verification	CodeCode Available	1	5
ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks	Jan 16, 2021	Answer SelectionMachine Reading Comprehension	CodeCode Available	1	5
Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection	Nov 14, 2020	Answer SelectionCommunity Question Answering	CodeCode Available	1	5
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models	May 21, 2024	Answer Selection	CodeCode Available	1	5
Leveraging Large Language Models for Multiple Choice Question Answering	Oct 22, 2022	Answer SelectionMultiple-choice	CodeCode Available	1	5
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues	Mar 25, 2022	Answer GenerationAnswer Selection	CodeCode Available	1	5
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings	Jan 31, 2021	Answer SelectionGraph Embedding	CodeCode Available	1	5
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering	Nov 22, 2019	Answer SelectionCommunity Question Answering	CodeCode Available	0	5
Hierarchical Memory Networks for Answer Selection on Unknown Words	Sep 28, 2016	Answer SelectionQuestion Answering	CodeCode Available	0	5
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation	Feb 14, 2024	Answer SelectionIn-Context Learning	CodeCode Available	0	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	0	5
Learning Recurrent Span Representations for Extractive Question Answering	Nov 4, 2016	Answer SelectionExtractive Question-Answering	CodeCode Available	0	5
Could Thinking Multilingually Empower LLM Reasoning?	Apr 16, 2025	Answer Selection	CodeCode Available	0	5
A Gated Self-attention Memory Network for Answer Selection	Sep 13, 2019	Answer SelectionTransfer Learning	CodeCode Available	0	5
Applying Deep Learning to Answer Selection: A Study and An Open Task	Aug 7, 2015	Answer SelectionQuestion Answering	CodeCode Available	0	5
A Compare-Aggregate Model for Matching Text Sequences	Nov 6, 2016	Answer Selectionmodel	CodeCode Available	0	5
Document Modeling with External Attention for Sentence Extraction	Jul 1, 2018	Answer SelectionDocument Summarization	CodeCode Available	0	5
Gated-Attention Readers for Text Comprehension	Jun 5, 2016	Answer SelectionOpen-Domain Question Answering	CodeCode Available	0	5
BERTSel: Answer Selection with Pre-trained Models	May 18, 2019	Answer SelectionNatural Language Inference	CodeCode Available	0	5

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