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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 51–100 of 171 papers

TitleStatusHype
Exploiting WordNet Synset and Hypernym Representations for Answer Selection—0
Utilizing Bidirectional Encoder Representations from Transformers for Answer SelectionCode1
ExplanationLP: Abductive Reasoning for Explainable Science Question Answering—0
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question AnsweringCode0
MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection—0
Beyond [CLS] through Ranking by Generation—0
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive ScaleCode1
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
Knowledgeable Dialogue Reading Comprehension on Key Turns—0
Review-guided Helpful Answer Identification in E-commerceCode0
Matching Text with Deep Mutual Information Estimation—0
Knowledge-Enhanced Attentive Learning for Answer Selection in Community Question Answering Systems—0
Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions—0
SemEval-2015 Task 3: Answer Selection in Community Question Answering—0
Joint Learning of Answer Selection and Answer Summary Generation in Community Question AnsweringCode0
An Induced Multi-Relational Framework for Answer Selection in Community Question Answer Platforms—0
Neural Duplicate Question Detection without Labeled Training DataCode0
BAS: An Answer Selection Method Using BERT Language Model—0
Improving Answer Selection and Answer Triggering using Hard Negatives—0
Learning Analogy-Preserving Sentence Embeddings for Answer Selection—0
A Gated Self-attention Memory Network for Answer SelectionCode0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning—0
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural NetworksCode0
Simple and Effective Text Matching with Richer Alignment FeaturesCode0
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting—0
Sequential Attention with Keyword Mask Model for Community-based Question AnsweringCode0
Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems—0
A Compare-Aggregate Model with Latent Clustering for Answer Selection—0
Gated Group Self-Attention for Answer Selection—0
Hashing based Answer Selection—0
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction—0
BERTSel: Answer Selection with Pre-trained ModelsCode0
Impact of Training Dataset Size on Neural Answer Selection Models—0
Dynamic Feature Generation Network for Answer Selection—0
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question AnsweringCode0
Weighted Global Normalization for Multiple Choice Reading Comprehension over Long Documents—0
Recurrently Controlled Recurrent NetworksCode0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
A Review on Deep Learning Techniques Applied to Answer Selection—0
Integrating Question Classification and Deep Learning for improved Answer Selection—0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge—0
COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks—0
A Bilingual Interactive Human Avatar Dialogue System—0
A Simple End-to-End Question Answering Model for Product Information—0
Document Modeling with External Attention for Sentence ExtractionCode0
Question Condensing Networks for Answer Selection in Community Question AnsweringCode0
Learning to Collaborate for Question Answering and Asking—0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures—0
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