Chenhui Shen

5 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) ACL (2)

Top co-authors

Lidong Bing (5) Liying Cheng (5) Yang You (4) Xuan-Phi Nguyen (3) Luo Si (2) Jianyu Wang (1) Sen Yang (1) Yew Ken Chia (1) Xingxuan Li (1) Guanzheng Chen (1)

Research topics

Deep Learning (5) Natural Language Processing (5) Generation (4) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Models (2) Architectures (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (2) abstractive summarization (2) controllable text generation (2) instruction tuning (1) low-resource language (1) pre-trained language model (1) beam search (1) human evaluation (1) correlation analysis (1) sentence-level generation (1) multi-document summarization (1) automatic evaluation (1) hierarchical encoder-decoder (1) abstractive model (1) text generation evaluation (1) decoding method (1) southeast asian language (1) hierarchical encoding (1) extractive model (1) cultural adaptation (1)

Papers

SeaLLMs - Large Language Models for Southeast Asia ACL 2024 A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization EMNLP 2023 Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023 MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022 SentBS: Sentence-level Beam Search for Controllable Summarization EMNLP 2022