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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
Learning to Collaborate for Question Answering and Asking—0
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering—0
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching—0
Question-Answer Selection in User to User Marketplace Conversations—0
Attentive Recurrent Tensor Model for Community Question Answering—0
MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection—0
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task—0
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System—0
The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings—0
Improved Answer Selection with Pre-Trained Word Embeddings—0
ISS-MULT: Intelligent Sample Selection for Multi-Task Learning in Question Answering—0
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue IdentificationCode0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering—0
FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering—0
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification—0
GW\_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora—0
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity—0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering—0
An Attention Mechanism for Answer Selection Using a Combined Global and Local View—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights—0
If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking—0
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching—0
Representation Learning for Answer Selection with LSTM-Based Importance WeightingCode0
FastHybrid: A Hybrid Model for Efficient Answer Selection—0
A Compare-Aggregate Model for Matching Text SequencesCode0
Learning Recurrent Span Representations for Extractive Question AnsweringCode0
Learning to Answer Questions from Wikipedia Infoboxes—0
Hierarchical Memory Networks for Answer Selection on Unknown WordsCode0
Skipping Word: A Character-Sequential Representation based Framework for Question Answering—0
A Sentence Interaction Network for Modeling Dependence between Sentences—0
Inner Attention based Recurrent Neural Networks for Answer Selection—0
Learning Semantic Relatedness in Community Question Answering Using Neural Models—0
Improved Representation Learning for Question Answer Matching—0
Gated-Attention Readers for Text ComprehensionCode0
ITNLP-AiKF at SemEval-2016 Task 3 a quesiton answering system using community QA repository—0
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement—0
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering—0
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities—0
M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer SelectionCode0
Attentive Pooling NetworksCode0
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsCode0
Neural Variational Inference for Text ProcessingCode0
LSTM-based Deep Learning Models for Non-factoid Answer SelectionCode0
Distributed Deep Learning for Question Answering—0
WikiQA: A Challenge Dataset for Open-Domain Question Answering—0
Applying Deep Learning to Answer Selection: A Study and An Open TaskCode0
Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach—0
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