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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 62 papers

Title	Date	Tasks	Status	Hype	Score
A Question-Entailment Approach to Question Answering	Jan 23, 2019	Information RetrievalQuestion Answering	CodeCode Available	0	5
SemEval-2017 Task 3: Community Question Answering	Dec 2, 2019	Community Question AnsweringQuestion Answering	CodeCode Available	0	5
Adversarial Domain Adaptation for Duplicate Question Detection	Sep 7, 2018	Domain AdaptationQuestion Similarity	CodeCode Available	0	5
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	May 8, 2019	Information RetrievalQuestion Similarity	CodeCode Available	0	5
Learning Semantic Textual Similarity from Conversations	Apr 20, 2018	Community Question AnsweringNatural Language Inference	CodeCode Available	0	5
Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models	Sep 1, 2019	Community Question AnsweringQuestion Answering	CodeCode Available	0	5
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification	Aug 1, 2017	Answer SelectionCommunity Question Answering	CodeCode Available	0	5
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering	Jun 21, 2017	Community Question AnsweringQuestion Answering	—Unverified	0	0
Aspect-oriented Consumer Health Answer Summarization	May 10, 2024	Abstractive Text SummarizationCommunity Question Answering	—Unverified	0	0
Cross-language Learning with Adversarial Neural Networks	Aug 1, 2017	Community Question AnsweringDomain Adaptation	—Unverified	0	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Ensemble multilingual BERT model	F1 score	0.96	—	Unverified
2	Tha3aroon	F1 score	0.95	—	Unverified
3	mBert	F1 score	0.84	—	Unverified