About

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

Benchmarks

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Subtasks

Latest papers without code

Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity

7 Jan 2021

We have used it for the financial domain, but the framework is generalized for any domain-specific search engine and can be used in other domains as well.

QUESTION SIMILARITY SEMANTIC TEXTUAL SIMILARITY SENTENCE EMBEDDINGS TRANSFER LEARNING

Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs

4 Aug 2020

People increasingly search online for answers to their medical questions but the rate at which medical questions are asked online significantly exceeds the capacity of qualified people to answer them.

QUESTION ANSWERING QUESTION SIMILARITY SEMANTIC SIMILARITY SEMANTIC TEXTUAL SIMILARITY TRANSFER LEARNING

The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

24 Apr 2020

This paper describes our method for the task of Semantic Question Similarity in Arabic in the workshop on NLP Solutions for Under-Resourced Languages (NSURL).

QUESTION SIMILARITY

SemEval-2016 Task 3: Community Question Answering

SEMEVAL 2016

This paper describes the SemEval--2016 Task 3 on Community Question Answering, which we offered in English and Arabic.

COMMUNITY QUESTION ANSWERING QUESTION SIMILARITY

Domain-Relevant Embeddings for Medical Question Similarity

9 Oct 2019

The rate at which medical questions are asked online far exceeds the capacity of qualified people to answer them, and many of these questions are not unique.

QUESTION ANSWERING QUESTION SIMILARITY SEMANTIC SIMILARITY SEMANTIC TEXTUAL SIMILARITY

Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions

19 Sep 2019

Question semantic similarity is a challenging and active research problem that is very useful in many NLP applications, such as detecting duplicate questions in community question answering platforms such as Quora.

COMMUNITY QUESTION ANSWERING QUESTION SIMILARITY SEMANTIC SIMILARITY SEMANTIC TEXTUAL SIMILARITY

NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic

12 Sep 2019

Question semantic similarity (Q2Q) is a challenging task that is very useful in many NLP applications, such as detecting duplicate questions and question answering systems.

QUESTION ANSWERING QUESTION SIMILARITY SEMANTIC SIMILARITY SEMANTIC TEXTUAL SIMILARITY

Meta-Embedding Sentence Representation for Textual Similarity

RANLP 2019

In this paper, we propose a systematic study of the impact of the main word embedding models on sentence representation.

QUESTION SIMILARITY SENTENCE EMBEDDING

Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models

RANLP 2019

Community Question Answering forums are popular among Internet users, and a basic problem they encounter is trying to find out if their question has already been posed before.

COMMUNITY QUESTION ANSWERING QUESTION SIMILARITY

Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment

WS 2019

This paper presents a multi-task learning approach to natural language inference (NLI) and question entailment (RQE) in the biomedical domain.

MULTI-TASK LEARNING NATURAL LANGUAGE INFERENCE QUESTION SIMILARITY