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

Greatest papers with code

Injecting Relational Structural Representation in Neural Networks for Question Similarity

ACL 2018 aseveryn/deep-qa

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

QUESTION SIMILARITY

A Question-Entailment Approach to Question Answering

23 Jan 2019abachaa/MedQuAD

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

INFORMATION RETRIEVAL QUESTION ANSWERING QUESTION SIMILARITY

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

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

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

INFORMATION RETRIEVAL QUESTION SIMILARITY

Adversarial Domain Adaptation for Duplicate Question Detection

EMNLP 2018 darsh10/qra_code

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

DOMAIN ADAPTATION QUESTION SIMILARITY

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale

EMNLP 2020 ukplab/emnlp2020-multicqa

We investigate the model performances on nine benchmarks of answer selection and question similarity tasks, and show that all 140 models transfer surprisingly well, where the large majority of models substantially outperforms common IR baselines.

ANSWER SELECTION COMMUNITY QUESTION ANSWERING MULTI-TASK LEARNING QUESTION SIMILARITY TEXT MATCHING

Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

28 Dec 2019AliOsm/semantic-question-similarity

In this paper, we describe our team's effort on the semantic text question similarity task of NSURL 2019.

DATA AUGMENTATION QUESTION SIMILARITY