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
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.
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.
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.
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.
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.
