🧑‍🔬 Bill Yuchen Lin — all works

32 works · ← Bill Yuchen Lin

1. KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBill Yuchen Lin et al.2019 · 649 citations
2. CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetBill Yuchen Lin et al.2020 · 437 citations
3. Faith and Fate: Limits of Transformers on CompositionalityConference on Neural Information Processing Systems (NeurIPS)Nouha Dziri, Ximing Lu, Melanie Sclar, et al.2023 · 327 citations
4. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionAnnual Meeting of the Association for Computational Linguistics (ACL)Dongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 321 citations
5. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 300 citations
6. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsarXiv:2405.01535Seungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 234 citations
7. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 218 citations
8. CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP ↗arXiv:2104.08835 · no summary yetQinyuan Ye, Bill Yuchen Lin, Xiang Ren2021 · 210 citations
9. WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMsConference on Neural Information Processing Systems (NeurIPS)Seungju Han, Kavel Rao, Allyson Ettinger, et al.2024 · 165 citations
10. The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context LearningarXiv:2312.01552Bill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.2023 · 150 citations
11. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingarXiv:2406.08464Zhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 148 citations
12. Neural Adaptation Layers for Cross-domain Named Entity Recognition ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetBill Yuchen Lin, Wei Lu2018 · 145 citations
13. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 127 citations
14. TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetBill Yuchen Lin et al.2020 · 111 citations
15. SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksConference on Neural Information Processing Systems (NeurIPS)Bill Yuchen Lin, Yicheng Fu, Karina Yang, et al.2023 · 110 citations
16. LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA CompositionarXiv:2307.13269Chengsong Huang, Qian Liu, Bill Yuchen Lin, et al.2023 · 108 citations
17. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, et al.2021 · 107 citations
18. WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the WildarXiv:2406.04770Bill Yuchen Lin, Yuntian Deng, Khyathi Chandu, et al.2024 · 105 citations
19. Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging ↗arXiv:2310.11564 · no summary yetJoel Jang et al.2023 · 102 citations
20. The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-DeterminismConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yifan Song, Guoyin Wang, Sujian Li, et al.2025 · 64 citations
21. Small Models Struggle to Learn from Strong Reasoners ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetYuetai Li et al.2025 · 61 citations
22. ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning ↗arXiv:2502.01100 · no summary yetBill Yuchen Lin et al.2025 · 60 citations
23. Trial and Error: Exploration-Based Trajectory Optimization of LLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Song, Da Yin, Xiang Yue, et al.2024 · 53 citations
24. TIGERScore: Towards Building Explainable Metric for All Text Generation TasksarXiv:2310.00752Dongfu Jiang, Yishan Li, Ge Zhang, et al.2023 · 50 citations
25. Agent Lumos: Unified and Modular Training for Open-Source Language Agents ↗arXiv:2311.05657 · no summary yetDa Yin et al.2023 · 49 citations
26. On Memorization of Large Language Models in Logical ReasoningInternational Joint Conference on Natural Language Processing (IJCNLP)Chulin Xie, Yangsibo Huang, Chiyuan Zhang, et al.2025 · 45 citations
27. CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language PromptingarXiv:2404.10199Huihan Li, Liwei Jiang, Jena D. Hwang, et al.2024 · 40 citations
28. CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-TeamingAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, et al.2025 · 38 citations
29. Automatic Extraction of Commonsense LocatedNear Knowledge ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetFrank F. Xu, Bill Yuchen Lin, Kenny Zhu2018 · 35 citations
30. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityConference on Empirical Methods in Natural Language Processing (EMNLP)Pei Zhou, Hyundong Cho, Pegah Jandaghi, et al.2022 · 34 citations
31. VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? ↗arXiv (Cornell University) · no summary yetJunpeng Liu et al.2024 · 33 citations
32. Latent Action Pretraining from Videos ↗arXiv (Cornell University) · no summary yetSeonghyeon Ye et al.2024 · 27 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/works/