Search Results for author: Tenghao Huang

Found 3 papers, 3 papers with code

Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

1 code implementation11 May 2022 Haokun Liu, Derek Tam, Mohammed Muqeeth, Jay Mohta, Tenghao Huang, Mohit Bansal, Colin Raffel

ICL incurs substantial computational, memory, and storage costs because it involves processing all of the training examples every time a prediction is made.

Few-Shot Text Classification

Read Top News First: A Document Reordering Approach for Multi-Document News Summarization

1 code implementation Findings (ACL) 2022 Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen McKeown, Snigdha Chaturvedi

A common method for extractive multi-document news summarization is to re-formulate it as a single-document summarization problem by concatenating all documents as a single meta-document.

Document Summarization News Summarization

Uncovering Implicit Gender Bias in Narratives through Commonsense Inference

1 code implementation Findings (EMNLP) 2021 Tenghao Huang, Faeze Brahman, Vered Shwartz, Snigdha Chaturvedi

Pre-trained language models learn socially harmful biases from their training corpora, and may repeat these biases when used for generation.

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