🧑‍🔬 Zhilin Yang — all works

45 works · ← Zhilin Yang

1. Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZihang Dai et al.2019 · 3,901 citations
2. XLNet: Generalized Autoregressive Pretraining for Language UnderstandingarXiv:1906.08237Zhilin Yang, Zihang Dai, Yiming Yang, et al.2019 · 3,857 citations
3. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,557 citations
4. GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,455 citations
5. GPT Understands, TooAI OpenXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,054 citations
6. P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,017 citations
7. P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and TasksarXiv:2110.07602Xiao Liu, Kaixuan Ji, Yicheng Fu, et al.2021 · 469 citations
8. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Qinkai Zheng, Xiao Xia, Xu Zou, et al.2023 · 465 citations
9. Gated-Attention Readers for Text Comprehension ↗arXiv:1606.01549 · no summary yetBhuwan Dhingra et al.2016 · 463 citations
10. Revisiting Semi-Supervised Learning with Graph Embeddings ↗arXiv (Cornell University) · no summary yetZhilin Yang, William W. Cohen, Ruslan Salakhutdinov2016 · 340 citations
11. Can AI artifacts influence human cognition? The effects of artificial autonomy in intelligent personal assistants ↗International Journal of Information Management · no summary yetQian Hu et al.2020 · 307 citations
12. Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks ↗arXiv (Cornell University) · no summary yetZhilin Yang, Ruslan Salakhutdinov, William W. Cohen2017 · 285 citations
13. COSNET ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYutao Zhang et al.2015 · 283 citations
14. Differentiable Learning of Logical Rules for Knowledge Base Reasoning ↗arXiv:1702.08367 · no summary yetFan Yang, Zhilin Yang, William W. Cohen2017 · 256 citations
15. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Jiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 249 citations
16. Multi-Task Cross-Lingual Sequence Tagging from Scratch ↗arXiv (Cornell University) · no summary yetZhilin Yang, Ruslan Salakhutdinov, William W. Cohen2016 · 226 citations
17. Good Semi-supervised Learning that Requires a Bad GAN ↗arXiv (Cornell University) · no summary yetDai, Zihang et al.2017 · 220 citations
18. Semi-Supervised QA with Generative Domain-Adaptive Nets ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhilin Yang et al.2017 · 187 citations
19. Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2017 · 174 citations
20. Neural Models for Reasoning over Multiple Mentions Using CoreferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 151 citations
21. FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJing Zhou et al.2022 · 110 citations
22. WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models ↗AI Open · no summary yetSha Yuan et al.2021 · 109 citations
23. FastMoE: A Fast Mixture-of-Expert Training System ↗arXiv:2103.13262 · no summary yetJiaao He et al.2021 · 93 citations
24. Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning ↗arXiv:2504.11354 · no summary yetHaiming Wang et al.2025 · 92 citations
25. User reviews and uncertainty assessment: A two stage model of consumers' willingness-to-pay in online markets ↗Decision Support Systems · no summary yetJianan Wu et al.2013 · 81 citations
26. Encode, Review, and Decode: Reviewer Module for Caption Generation. ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2016 · 69 citations
27. Words or Characters? Fine-grained Gating for Reading Comprehension ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2016 · 65 citations
28. Transformer-XL: Language Modeling with Longer-Term Dependency ↗no summary yetZihang Dai et al.2018 · 51 citations
29. Team Size, Research Variety, and Research Performance: Do Coauthors’ Coauthors Matter? ↗Journal of Informetrics · no summary yetNibing Zhu, Chang Liu, Zhilin Yang2021 · 44 citations
30. Linguistic Knowledge as Memory for Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetBhuwan Dhingra et al.2017 · 40 citations
31. The relationships between distance factors and international collaborative research outcomes: A bibliometric examination ↗Journal of Informetrics · no summary yetLing Jiang et al.2018 · 37 citations
32. FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYanan Zheng et al.2022 · 34 citations
33. NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ↗arXiv (Cornell University) · no summary yetXingcheng Yao et al.2021 · 34 citations
34. GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2018 · 34 citations
35. GLoMo: Unsupervised Learning of Transferable Relational Graphs ↗neural information processing systems · no summary yetZhilin Yang et al.2018 · 21 citations
36. Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs ↗arXiv (Cornell University) · no summary yetZhilin Yang, Jie Tang, William W. Cohen2015 · 20 citations
37. Distribution Matching for Rationalization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYongfeng Huang et al.2021 · 19 citations
38. Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2017 · 17 citations
39. A Probabilistic Framework for Location Inference from Social Media ↗arXiv (Cornell University) · no summary yetYujie Qian et al.2017 · 15 citations
40. Mixtape: Breaking the Softmax Bottleneck Efficiently ↗neural information processing systems · no summary yetZhilin Yang et al.2019 · 8 citations
41. Active learning for networked data based on non-progressive diffusion model ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetZhilin Yang et al.2014 · 6 citations
42. Impact of social capital and guanxi orientation on interfirm communication in marketing channels ↗Systems Engineering - Theory & Practice · no summary yetGuijun Zhuang et al.2008 · 5 citations
43. Research on Aristotelian Virtue Education ↗International Conference on Social Science and Higher Education (ICSSHE) · no summary yetZhilin Yang, Honghe Liu2017
44. Future prospects and conceptual foundation for institutional theory in corporate marketing. ↗International journal of marketing management. · no summary yetZhilin Yang, 苏晨汀2013
45. SAE ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYang Yang et al.2013

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhilin-yang/works/