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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 101–150 of 171 papers

TitleStatusHype
FANS -- Formal Answer Selection for Natural Language Math Reasoning Using Lean4—0
FastHybrid: A Hybrid Model for Efficient Answer Selection—0
FBK-HLT: An Application of Semantic Textual Similarity for Answer Selection in Community Question Answering—0
FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering—0
Gated Group Self-Attention for Answer Selection—0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
GW\_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora—0
Hashing based Answer Selection—0
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity—0
Hierarchical Ranking for Answer Selection—0
HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering—0
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge—0
If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking—0
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering—0
Impact of Training Dataset Size on Neural Answer Selection Models—0
Improved Answer Selection with Pre-Trained Word Embeddings—0
Improved Representation Learning for Question Answer Matching—0
Improving Answer Selection and Answer Triggering using Hard Negatives—0
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation—0
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering—0
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning—0
Inner Attention based Recurrent Neural Networks for Answer Selection—0
Integrating Question Classification and Deep Learning for improved Answer Selection—0
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues—0
ISS-MULT: Intelligent Sample Selection for Multi-Task Learning in Question Answering—0
ITNLP-AiKF at SemEval-2016 Task 3 a quesiton answering system using community QA repository—0
JAIST: Combining multiple features for Answer Selection in Community Question Answering—0
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension—0
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System—0
Keep Learning: Self-supervised Meta-learning for Learning from Inference—0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge—0
Knowledge-Enhanced Attentive Learning for Answer Selection in Community Question Answering Systems—0
Document Modeling with External Attention for Sentence ExtractionCode0
Raven's Progressive Matrices Completion with Latent Gaussian Process PriorsCode0
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty MeasurementCode0
Applying Deep Learning to Answer Selection: A Study and An Open TaskCode0
BERTSel: Answer Selection with Pre-trained ModelsCode0
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question AnsweringCode0
Neural Duplicate Question Detection without Labeled Training DataCode0
Neural Variational Inference for Text ProcessingCode0
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the ArtCode0
NUT-RC: Noisy User-generated Text-oriented Reading ComprehensionCode0
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair ModelingCode0
Recurrently Controlled Recurrent NetworksCode0
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language DebiasingCode0
A Compare-Aggregate Model for Matching Text SequencesCode0
A Gated Self-attention Memory Network for Answer SelectionCode0
Joint Learning of Answer Selection and Answer Summary Generation in Community Question AnsweringCode0
Representation Learning for Answer Selection with LSTM-Based Importance WeightingCode0
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