Question Similarity
15 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
Benchmarks
These leaderboards are used to track progress in Question Similarity
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LCQMC
Most implemented papers
A Question-Entailment Approach to Question Answering
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
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
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.
SwissAlps at SemEval-2017 Task 3: Attention-based Convolutional Neural Network for Community Question Answering
In this paper we propose a system for reranking answers for a given question.
Learning Semantic Textual Similarity from Conversations
nickyeolk/info_retrieve
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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
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
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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
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
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.
SemEval-2017 Task 3: Community Question Answering
We describe SemEval-2017 Task 3 on Community Question Answering.
