Question Similarity

13 papers with code • 1 benchmarks • 1 datasets

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

Datasets


Most implemented papers

A Question-Entailment Approach to Question Answering

abachaa/MedQuAD 23 Jan 2019

One of the challenges in large-scale information retrieval (IR) is to develop fine-grained and domain-specific methods to answer natural language questions.

Deep Learning Models for Multilingual Hate Speech Detection

punyajoy/DE-LIMIT 14 Apr 2020

Hate speech detection is a challenging problem with most of the datasets available in only one language: English.

IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification

TitasNandi/cQARank SEMEVAL 2017

In this paper we present the system for Answer Selection and Ranking in Community Question Answering, which we build as part of our participation in SemEval-2017 Task 3.

Learning Semantic Textual Similarity from Conversations

nickyeolk/info_retrieve WS 2018

We present a novel approach to learn representations for sentence-level semantic similarity using conversational data.

Injecting Relational Structural Representation in Neural Networks for Question Similarity

aseveryn/deep-qa ACL 2018

Effectively using full syntactic parsing information in Neural Networks (NNs) to solve relational tasks, e. g., question similarity, is still an open problem.

Adversarial Domain Adaptation for Duplicate Question Detection

darsh10/qra_code EMNLP 2018

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

FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance

ku-nlp/bert-based-faqir 8 May 2019

On the other hand, the relevance between the query and answer can be learned by using QA pairs in a FAQ database.

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

fkunneman/DiscoSumo 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.