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06/02/2023
A Simple yet Effective Self-Debiasing Framework for Transformer Models
Current Transformer-based natural language understanding (NLU) models he...
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08/26/2022
SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset
As the first session-level Chinese dataset, CHASE contains two separate ...
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07/28/2022
An Interpretability Evaluation Benchmark for Pre-trained Language Models
While pre-trained language models (LMs) have brought great improvements ...
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05/23/2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP
While there is increasing concern about the interpretability of neural m...
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04/26/2022
Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss
Grammar-based parsers have achieved high performance in the cross-domain...
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08/30/2021
DuTrust: A Sentiment Analysis Dataset for Trustworthiness Evaluation
While deep learning models have greatly improved the performance of most...
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03/03/2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing
Data augmentation has attracted a lot of research attention in the deep ...
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09/02/2020
A Practical Chinese Dependency Parser Based on A Large-scale Dataset
Dependency parsing is a longstanding natural language processing task, w...
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07/05/2020