SOTAVerified

Question Similarity

This is the problem of detecting duplicate questions in forums, which is an important step towards automating the process of answering new questions

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 62 papers

TitleStatusHype
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive ScaleCode1
Deep Learning Models for Multilingual Hate Speech DetectionCode1
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in ArabicCode1
KCluster: An LLM-based Clustering Approach to Knowledge Component DiscoveryCode0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)—0
QEQR: An Exploration of Query Expansion Methods for Question Retrieval in CQA Services—0
Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection—0
Aspect-oriented Consumer Health Answer Summarization—0
DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge TracingCode0
QSTS: A Question-Sensitive Text Similarity Measure for Question Generation—0
Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question MatchingCode0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks—0
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model—0
General Cross-Architecture Distillation of Pretrained Language Models into Matrix EmbeddingsCode0
A Practical 2-step Approach to Assist Enterprise Question-Answering Live Chat—0
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity—0
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs—0
The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic—0
SemEval-2016 Task 3: Community Question Answering—0
SemEval-2017 Task 3: Community Question AnsweringCode0
Domain-Relevant Embeddings for Medical Question Similarity—0
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions—0
NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic—0
ST NSURL 2019 Shared Task: Semantic Question Similarity in Arabic—0
NSURL-2019 Task 8: Semantic Question Similarity in Arabic—0
Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and ModelsCode0
AtyNegar at NSURL-2019 Task 8: Semantic Question Similarity in Arabic—0
Meta-Embedding Sentence Representation for Textual Similarity—0
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment—0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
A Question-Entailment Approach to Question AnsweringCode0
Adversarial Domain Adaptation for Duplicate Question DetectionCode0
Injecting Relational Structural Representation in Neural Networks for Question SimilarityCode0
A Multi-Domain Framework for Textual Similarity. A Case Study on Question-to-Question and Question-Answering Similarity Tasks—0
FrNewsLink : a corpus linking TV Broadcast News Segments and Press Articles—0
Learning Semantic Textual Similarity from ConversationsCode0
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations—0
An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering—0
MappSent: a Textual Mapping Approach for Question-to-Question Similarity—0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering—0
ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task—0
EICA Team at SemEval-2017 Task 3: Semantic and Metadata-based Features for Community Question Answering—0
FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering—0
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue IdentificationCode0
Cross-language Learning with Adversarial Neural Networks—0
bunji at SemEval-2017 Task 3: Combination of Neural Similarity Features and Comment Plausibility Features—0
NLM\_NIH at SemEval-2017 Task 3: from Question Entailment to Question Similarity for Community Question Answering—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
SimBow at SemEval-2017 Task 3: Soft-Cosine Semantic Similarity between Questions for Community Question Answering—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Ensemble multilingual BERT modelF1 score0.96—Unverified
2Tha3aroonF1 score0.95—Unverified
3mBertF1 score0.84—Unverified