---
title: "Bill Yuchen Lin — all works — Elamur Research"
description: "All 32 works of Bill Yuchen Lin in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Bill Yuchen Lin — all works

32 works · [← Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/)

1. **[KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning ↗](https://aclanthology.org/D19-1282/) 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 yet**Bill Yuchen Lin et al.*2019 · 649 citations*
2. **[CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning ↗](https://aclanthology.org/2020.findings-emnlp.165/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Bill Yuchen Lin et al.*2020 · 437 citations*
3. **[Faith and Fate: Limits of Transformers on Compositionality](https://md.research.elamur.ai/free/en/papers/dziri-2023-faith-fate-limits-transformers-compositionality/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Nouha Dziri, Ximing Lu, Melanie Sclar, et al.*2023 · 327 citations*
4. **[LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion](https://md.research.elamur.ai/free/en/papers/jiang-2023-llm-blender-ensembling-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dongfu Jiang, Xiang Ren, Bill Yuchen Lin*2023 · 321 citations*
5. **[Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering](https://md.research.elamur.ai/free/en/papers/feng-2020-scalable-multi-hop-relational-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Models arXiv:2405.01535**Seungone Kim, Juyoung Suk, Shayne Longpre, et al.*2024 · 234 citations*](https://md.research.elamur.ai/free/en/papers/kim-2024-prometheus-2-open-source-language/)
7. **[Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language Models](https://md.research.elamur.ai/free/en/papers/lin-2020-birds-have-four-legs-numersense/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2104.08835) arXiv:2104.08835 · no summary yet**Qinyuan Ye, Bill Yuchen Lin, Xiang Ren*2021 · 210 citations*
9. **[WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs](https://md.research.elamur.ai/free/en/papers/han-2024-wildguard-open-one-stop-moderation/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Seungju Han, Kavel Rao, Allyson Ettinger, et al.*2024 · 165 citations*
10. [**The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning arXiv:2312.01552**Bill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.*2023 · 150 citations*](https://md.research.elamur.ai/free/en/papers/lin-2023-unlocking-spell-base-llms-rethinking/)
11. [**Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing arXiv:2406.08464**Zhangchen Xu, Fengqing Jiang, Luyao Niu, et al.*2024 · 148 citations*](https://md.research.elamur.ai/free/en/papers/xu-2024-magpie-alignment-data-synthesis-scratch/)
12. **[Neural Adaptation Layers for Cross-domain Named Entity Recognition ↗](https://aclanthology.org/D18-1226/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Bill Yuchen Lin, Wei Lu*2018 · 145 citations*
13. **[SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding](https://md.research.elamur.ai/free/en/papers/xu-2024-safedecoding-defending-against-jailbreak-attacks/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhangchen Xu, Fengqing Jiang, Luyao Niu, et al.*2024 · 127 citations*
14. **[TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.752/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Bill Yuchen Lin et al.*2020 · 111 citations*
15. **[SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks](https://md.research.elamur.ai/free/en/papers/lin-2023-swiftsage-generative-agent-fast-slow/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Bill Yuchen Lin, Yicheng Fu, Karina Yang, et al.*2023 · 110 citations*
16. [**LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition arXiv:2307.13269**Chengsong Huang, Qian Liu, Bill Yuchen Lin, et al.*2023 · 108 citations*](https://md.research.elamur.ai/free/en/papers/huang-2023-lorahub-efficient-cross-task-generalization/)
17. **[Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/lin-2021-common-sense-beyond-english-evaluating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Wild arXiv:2406.04770**Bill Yuchen Lin, Yuntian Deng, Khyathi Chandu, et al.*2024 · 105 citations*](https://md.research.elamur.ai/free/en/papers/lin-2024-wildbench-benchmarking-llms-challenging-tasks/)
19. **[Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging ↗](https://arxiv.org/abs/2310.11564) arXiv:2310.11564 · no summary yet**Joel Jang et al.*2023 · 102 citations*
20. **[The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism](https://md.research.elamur.ai/free/en/papers/song-2025-good-bad-greedy-evaluation-llms/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yifan Song, Guoyin Wang, Sujian Li, et al.*2025 · 64 citations*
21. **[Small Models Struggle to Learn from Strong Reasoners ↗](https://aclanthology.org/2025.findings-acl.1301/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Yuetai Li et al.*2025 · 61 citations*
22. **[ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning ↗](https://arxiv.org/abs/2502.01100) arXiv:2502.01100 · no summary yet**Bill Yuchen Lin et al.*2025 · 60 citations*
23. **[Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents](https://md.research.elamur.ai/free/en/papers/song-2024-trial-error-exploration-based-trajectory/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yifan Song, Da Yin, Xiang Yue, et al.*2024 · 53 citations*
24. [**TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks arXiv:2310.00752**Dongfu Jiang, Yishan Li, Ge Zhang, et al.*2023 · 50 citations*](https://md.research.elamur.ai/free/en/papers/jiang-2023-tigerscore-towards-building-explainable-metric/)
25. **[Agent Lumos: Unified and Modular Training for Open-Source Language Agents ↗](https://arxiv.org/abs/2311.05657) arXiv:2311.05657 · no summary yet**Da Yin et al.*2023 · 49 citations*
26. **[On Memorization of Large Language Models in Logical Reasoning](https://md.research.elamur.ai/free/en/papers/xie-2025-memorization-large-language-models-logical/) [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/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 Prompting arXiv:2404.10199**Huihan Li, Liwei Jiang, Jena D. Hwang, et al.*2024 · 40 citations*](https://md.research.elamur.ai/free/en/papers/li-2024-culture-gen-revealing-global-cultural/)
28. **[CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming](https://md.research.elamur.ai/free/en/papers/chiu-2025-culturalbench-robust-diverse-challenging-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, et al.*2025 · 38 citations*
29. **[Automatic Extraction of Commonsense LocatedNear Knowledge ↗](https://aclanthology.org/P18-2016/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Frank F. Xu, Bill Yuchen Lin, Kenny Zhu*2018 · 35 citations*
30. **[Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality](https://md.research.elamur.ai/free/en/papers/zhou-2022-reflect-not-reflex-inference-based/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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? ↗](https://arxiv.org/abs/2404.05955) arXiv (Cornell University) · no summary yet**Junpeng Liu et al.*2024 · 33 citations*
32. **[Latent Action Pretraining from Videos ↗](https://arxiv.org/abs/2410.11758) arXiv (Cornell University) · no summary yet**Seonghyeon Ye et al.*2024 · 27 citations*