Zhouhan Lin
Zhouhan Lin has 2 papers in our library, in 2017–2024, most of them on Reasoning, Efficient models & compression; often with Bowen Zhou, Bing Xiang, Biqing Qi.
OpenAlex · ORCID · Wikidata · h-index 21 · 108 works · 7,564 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 423 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #1753
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 2Research subjects and languages the work is about.Efficient models & compression · 1 workReasoning · 1 work
Works by year
2020s
2010s
Papers
- A Structured Self-attentive Sentence Embedding (2017 · 1,797 citations)
Most neural sentence encoders compress a sentence into one vector, typically the last RNN hidden state or a max/average pool over time steps. - PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning (2024 · 35 citations)
Distilling reasoning skills from large language models into compact ones usually relies on chain-of-thought (CoT) data generated by a teacher LLM.
All works
- A Structured Self-attentive Sentence EmbeddingarXiv:1703.03130Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,797 citations
- Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYikang Shen et al.2018 · 132 citations
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetJiexing Qi et al.2022 · 128 citations
- Architectural Complexity Measures of Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetSaizheng Zhang et al.2016 · 115 citations
- PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xuekai Zhu, Biqing Qi, Kaiyan Zhang, et al.2024 · 35 citations
Co-authors here
- Bowen Zhou ×2
- Bing Xiang
- Biqing Qi
- Cicero Nogueira dos Santos
- Kaiyan Zhang
- Mo Yu
- Xinwei Long
- Xuekai Zhu
- Yoshua Bengio
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2024
- Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
- Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Cited by
Updated
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