Search Results for author: Chenhui Shen

Found 4 papers, 4 papers with code

Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization

1 code implementation22 May 2023 Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing

With the recent undeniable advancement in reasoning abilities in large language models (LLMs) like ChatGPT and GPT-4, there is a growing trend for using LLMs on various tasks.

Abstractive Text Summarization

A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization

1 code implementation15 May 2023 Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing

Pre-trained language models (PLMs) have achieved outstanding achievements in abstractive single-document summarization (SDS).

Document Summarization Multi-Document Summarization

SentBS: Sentence-level Beam Search for Controllable Summarization

1 code implementation26 Oct 2022 Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si

A wide range of control perspectives have been explored in controllable text generation.

Sentence Text Generation

MReD: A Meta-Review Dataset for Structure-Controllable Text Generation

1 code implementation Findings (ACL) 2022 Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si

A more useful text generator should leverage both the input text and the control signal to guide the generation, which can only be built with a deep understanding of the domain knowledge.

Text Generation Text Summarization

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