Bolei He
Bolei He has 2 papers in our library, in 2020–2026, most of them on Language models & pretraining, Sentiment & emotion, Reasoning; often with Can Gao, Haifeng Wang, Haiwei Wang.
OpenAlex · ORCID · h-index 4 · 13 works · 334 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 67 times in our library · ⭐ Paper Stars ranking: #4733
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksSentiment & emotion · 1 workEfficient models & compression · 1 workReasoning · 1 work
Works by year
2020s
Papers
- SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis (2020 · 333 citations)
Pre-trained language models such as BERT and RoBERTa learn general representations through word-level objectives. - Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs (2026 · 1 citation)
Reasoning LLMs trained with reinforcement learning often overthink and produce long chains of thought. The authors attribute much of this waste to unproductive self-reflection of two kinds. The model either checks trivial steps across the board (Indiscriminate Reflection) or keeps re-confirming results it has already…
Co-authors here
- Can Gao
- Haifeng Wang
- Haiwei Wang
- Hao Liu
- Hao Tian
- Hua Ren Wu
- Mengke Chen
- Qiutong Pan
- Run Shao
- Xianwei Xue
- Xinran He
- Xinyan Xiao
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2020
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/bolei-he/