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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

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Showing 1–50 of 171 papers

TitleStatusHype
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarksCode2
FinBERT-QA: Financial Question Answering with pre-trained BERT Language ModelsCode2
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language ModelsCode1
Paragraph-based Transformer Pre-training for Multi-Sentence InferenceCode1
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
Utilizing Bidirectional Encoder Representations from Transformers for Answer SelectionCode1
CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive ScaleCode1
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic ClusteringCode1
Leveraging Large Language Models for Multiple Choice Question AnsweringCode1
ComQA:Compositional Question Answering via Hierarchical Graph Neural NetworksCode1
Solution of DeBERTaV3 on CommonsenseQACode0
Sequential Attention with Keyword Mask Model for Community-based Question AnsweringCode0
Solving Math Word Problem with Problem Type ClassificationCode0
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language DebiasingCode0
Recurrently Controlled Recurrent NetworksCode0
Representation Learning for Answer Selection with LSTM-Based Importance WeightingCode0
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQACode0
Neural Variational Inference for Text ProcessingCode0
Could Thinking Multilingually Empower LLM Reasoning?Code0
Question Condensing Networks for Answer Selection in Community Question AnsweringCode0
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty MeasurementCode0
NUT-RC: Noisy User-generated Text-oriented Reading ComprehensionCode0
Attentive Pooling NetworksCode0
LSTM-based Deep Learning Models for Non-factoid Answer SelectionCode0
Review-guided Helpful Answer Identification in E-commerceCode0
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question AnsweringCode0
Simple and Effective Text Matching with Richer Alignment FeaturesCode0
Applying Deep Learning to Answer Selection: A Study and An Open TaskCode0
M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer SelectionCode0
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair ModelingCode0
Learning Recurrent Span Representations for Extractive Question AnsweringCode0
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsCode0
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue IdentificationCode0
Gated-Attention Readers for Text ComprehensionCode0
Joint Learning of Answer Selection and Answer Summary Generation in Community Question AnsweringCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
BERTSel: Answer Selection with Pre-trained ModelsCode0
A Gated Self-attention Memory Network for Answer SelectionCode0
A Compare-Aggregate Model for Matching Text SequencesCode0
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix ProblemsCode0
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the ArtCode0
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question AnsweringCode0
Neural Duplicate Question Detection without Labeled Training DataCode0
Document Modeling with External Attention for Sentence ExtractionCode0
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural NetworksCode0
Raven's Progressive Matrices Completion with Latent Gaussian Process PriorsCode0
Hierarchical Memory Networks for Answer Selection on Unknown WordsCode0
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