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Yiming Yang — all works

29 works · ← Yiming Yang

  1. XLNet: Generalized Autoregressive Pretraining for Language UnderstandingarXiv:1906.08237Zhilin Yang, Zihang Dai, Yiming Yang, et al.2019 · 3,857 citations
  2. RCV1: A New Benchmark Collection for Text Categorization ResearchJMLR 5David D. Lewis, Yiming Yang, Tony G. Rose, et al.2004 · 2,762 citations
  3. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.English · 1,638 citations
  4. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,016 citations
  5. Active Retrieval Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Zhengbao Jiang, Frank Xu, Luyu Gao, et al.2023 · 872 citations
  6. On the Sentence Embeddings from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bohan Li, Hao Zhou, Junxian He, et al.2020 · 833 citations
  7. PAL: Program-aided Language Models ↗arXiv:2211.10435 · no summary yetLuyu Gao et al.2022 · 694 citations
  8. Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionConference on Neural Information Processing Systems (NeurIPS)Zhiqing Sun, Yikang Shen, Qinhong Zhou, et al.2023 · 236 citations
  9. Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 235 citations
  10. Language Models of Code are Few-Shot Commonsense Learners ↗arXiv:2210.07128 · no summary yetAman Madaan et al.2022 · 212 citations
  11. Aligning Large Multimodal Models with Factually Augmented RLHFarXiv:2309.14525Zhiqing Sun, Sheng Shen, Shengcao Cao, et al.2023 · 176 citations
  12. A Re-evaluation of Knowledge Graph Completion Methods ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetZhiqing Sun et al.2020 · 160 citations
  13. Unsupervised Cross-lingual Transfer of Word Embedding Spaces ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetRuochen Xu et al.2018 · 150 citations
  14. Memory-assisted prompt editing to improve GPT-3 after deployment ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetAman Madaan et al.2022 · 140 citations
  15. Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language ModelsarXiv:2408.00724Yangzhen Wu, Zhiqing Sun, Shanda Li, et al.2024 · 122 citations
  16. Recitation-Augmented Language Models ↗arXiv (Cornell University) · no summary yetZhiqing Sun et al.2022 · 119 citations
  17. KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Donghan Yu, Chenguang Zhu, Yuwei Fang, et al.2022 · 116 citations
  18. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text ↗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 yetBohan Li et al.2019 · 87 citations
  19. Predicting Performance for Natural Language Processing Tasks ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetMengzhou Xia et al.2020 · 79 citations
  20. Unsupervised Learning of Arabic Stemming Using a Parallel CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Monica Rogati, Scott McCarley, Yiming Yang2003 · 62 citations
  21. Lean-STaR: Learning to Interleave Thinking and Proving ↗arXiv:2407.10040 · no summary yetHaohan Lin et al.2024 · 51 citations
  22. Transformer-XL: Language Modeling with Longer-Term Dependency ↗no summary yetZihang Dai et al.2018 · 51 citations
  23. Improve Vision Language Model Chain-of-thought ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Ruohong Zhang, Bowen Zhang, Yanghao Li, et al.2025 · 42 citations
  24. SALMON: Self-Alignment with Instructable Reward ModelsarXiv:2310.05910Zhiqing Sun, Yikang Shen, Hongxin Zhang, et al.2023 · 41 citations
  25. Direct Preference Optimization of Video Large Multimodal Models from Language Model RewardConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ruohong Zhang, Liangke Gui, Zhiqing Sun, et al.2025 · 32 citations
  26. An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation ↗arXiv (Cornell University) · no summary yetXiang Kong et al.2019 · 24 citations
  27. In-Context Principle Learning from MistakesarXiv:2402.05403Tianjun Zhang, Aman Madaan, Luyu Gao, et al.2024 · 19 citations
  28. Meta Back-translation ↗arXiv (Cornell University) · no summary yetHieu Pham et al.2021 · 16 citations
  29. The ARIEL-CMU Systems for LoReHLT18 ↗arXiv (Cornell University) · no summary yetAditi Chaudhary et al.2019 · 6 citations

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