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
Latest papers
DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge Tracing
In the field of intelligent education, knowledge tracing (KT) has attracted increasing attention, which estimates and traces students' mastery of knowledge concepts to provide high-quality education.
Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching
jaaack-wang/linguistic-knowledge-in-DA-for-NLP
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To investigate the role of linguistic knowledge in data augmentation (DA) for Natural Language Processing (NLP), we designed two adapted DA programs and applied them to LCQMC (a Large-scale Chinese Question Matching Corpus) for a binary Chinese question matching classification task.
General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings
lgalke/cross-architecture-distillation
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We match or exceed the scores of ELMo for all tasks of the GLUE benchmark except for the sentiment analysis task SST-2 and the linguistic acceptability task CoLA.
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
ukplab/emnlp2020-multicqa
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EMNLP 2020
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.
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.
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
In this paper, we describe our team's effort on the semantic text question similarity task of NSURL 2019.
SemEval-2017 Task 3: Community Question Answering
We describe SemEval-2017 Task 3 on Community Question Answering.
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.
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.
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.
