Search Results for author: Yiyuan Li

Found 4 papers, 1 papers with code

Adversarial Scrubbing of Demographic Information for Text Classification

1 code implementation EMNLP 2021 Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier B. Oliva, Shashank Srivastava, Snigdha Chaturvedi

Contextual representations learned by language models can often encode undesirable attributes, like demographic associations of the users, while being trained for an unrelated target task.

Classification Text Classification

Comparison of Interactive Knowledge Base Spelling Correction Models for Low-Resource Languages

no code implementations20 Oct 2020 Yiyuan Li, Antonios Anastasopoulos, Alan W Black

In this work, we design a knowledge-base and prediction model embedded system for spelling correction in low-resource languages.

Spelling Correction

Towards Minimal Supervision BERT-based Grammar Error Correction

no code implementations10 Jan 2020 Yiyuan Li, Antonios Anastasopoulos, Alan W. black

Current grammatical error correction (GEC) models typically consider the task as sequence generation, which requires large amounts of annotated data and limit the applications in data-limited settings.

Grammatical Error Correction Language Modelling

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