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Jingfeng Yang 0001
Person information
- affiliation: Amazon, Seattle, WA, USA
- affiliation: Georgia Institute of Technology, SALT Lab, Atlanta, GA, USA
- affiliation: Peking University, Key Laboratory of Computational Linguistics, Beijing, China
Other persons with the same name
- Jingfeng Yang (aka: Jing-Feng Yang, Jing Feng Yang) — disambiguation page
- Jingfeng Yang 0002
— Shenyang Institute of Automation, Guangzhou, China
- Jingfeng Yang 0003
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Journal Articles
- 2025
- [j2]Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji:
Scaling Laws for Predicting Downstream Performance in LLMs. Trans. Mach. Learn. Res. 2025 (2025) - 2024
- [j1]Jingfeng Yang
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond. ACM Trans. Knowl. Discov. Data 18(6): 160:1-160:32 (2024)
Conference and Workshop Papers
- 2025
- [c20]Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang:
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. NAACL (Long Papers) 2025: 6041-6068 - [c19]Pei Chen, Hongye Jin, Cheng-Che Lee, Rulin Shao, Jingfeng Yang, Mingyu Zhao, Zhaoyu Zhang, Qin Lu, Kaiwen Men, Ning Xie, Huasheng Li, Bing Yin, Han Li, Lingyun Wang:
LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios. NAACL (Long Papers) 2025: 8734-8750 - 2024
- [c18]Alexander Bukharin, Shiyang Li, Zhengyang Wang, Jingfeng Yang, Bing Yin, Xian Li, Chao Zhang, Tuo Zhao, Haoming Jiang:
Data Diversity Matters for Robust Instruction Tuning. EMNLP (Findings) 2024: 3411-3425 - [c17]Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton:
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. EMNLP 2024: 13696-13710 - [c16]Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Zirui Liu
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning. ICML 2024 - [c15]Yu Wang, Yifan Gao, Xiusi Chen, Haoming Jiang, Shiyang Li, Jingfeng Yang, Qingyu Yin, Zheng Li, Xian Li, Bing Yin, Jingbo Shang, Julian J. McAuley:
MEMORYLLM: Towards Self-Updatable Large Language Models. ICML 2024 - [c14]Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin:
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. NeurIPS 2024 - 2023
- [c13]Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. ACL (1) 2023: 744-768 - [c12]Ruolin Su, Jingfeng Yang, Ting-Wei Wu, Biing-Hwang Juang:
Choice Fusion As Knowledge For Zero-Shot Dialogue State Tracking. ICASSP 2023: 1-5 - [c11]Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson:
On the Vulnerabilities of Text-to-SQL Models. ISSRE 2023: 1-12 - [c10]Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song:
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. NeurIPS 2023 - [c9]Ruijie Wang
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning. WWW 2023: 2621-2632 - 2022
- [c8]Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul:
TableFormer: Robust Transformer Modeling for Table-Text Encoding. ACL (1) 2022: 528-537 - [c7]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. NAACL-HLT (Findings) 2022: 49-60 - [c6]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. NAACL-HLT 2022: 169-174 - 2021
- [c5]Yang Zhong, Jingfeng Yang, Wei Xu
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language. EMNLP (Findings) 2021: 1799-1814 - [c4]Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang:
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing. EMNLP (1) 2021: 5848-5856 - 2020
- [c3]Jingfeng Yang, Diyi Yang, Zhaoran Ma:
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection. EMNLP (1) 2020: 1450-1460 - 2018
- [c2]Yizhong Wang, Sujian Li, Jingfeng Yang:
Toward Fast and Accurate Neural Discourse Segmentation. EMNLP 2018: 962-967 - 2017
- [c1]Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. IJCNLP(1) 2017: 496-505
Informal and Other Publications
- 2025
- [i24]Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang:
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. CoRR abs/2502.06589 (2025) - [i23]Wang Yang, Hongye Jin, Jingfeng Yang, Vipin Chaudhary, Xiaotian Han:
Thinking Preference Optimization. CoRR abs/2502.13173 (2025) - [i22]Zilong Wang, Jingfeng Yang, Sreyashi Nag, Samarth Varshney
RRO: LLM Agent Optimization Through Rising Reward Trajectories. CoRR abs/2505.20737 (2025) - [i21]Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang:
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates. CoRR abs/2509.18076 (2025) - 2024
- [i20]Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning. CoRR abs/2401.01325 (2024) - [i19]Kewei Cheng, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Binxuan Huang, Ruirui Li, Shiyang Li, Zheng Li, Yifan Gao, Xian Li, Bing Yin, Yizhou Sun:
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs. CoRR abs/2408.00114 (2024) - [i18]Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji:
Scaling Laws for Predicting Downstream Performance in LLMs. CoRR abs/2410.08527 (2024) - [i17]Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin:
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. CoRR abs/2410.20745 (2024) - 2023
- [i16]Ruolin Su, Jingfeng Yang, Ting-Wei Wu, Biing-Hwang Juang:
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking. CoRR abs/2302.13013 (2023) - [i15]Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher:
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning. CoRR abs/2303.14898 (2023) - [i14]Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Bing Yin, Xia Hu:
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond. CoRR abs/2304.13712 (2023) - [i13]Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin:
CCGen: Explainable Complementary Concept Generation in E-Commerce. CoRR abs/2305.11480 (2023) - [i12]Zining Zhu, Haoming Jiang, Jingfeng Yang, Sreyashi Nag, Chao Zhang, Jie Huang, Yifan Gao, Frank Rudzicz, Bing Yin:
Situated Natural Language Explanations. CoRR abs/2308.14115 (2023) - [i11]Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length. CoRR abs/2310.00576 (2023) - [i10]Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song:
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. CoRR abs/2312.16199 (2023) - 2022
- [i9]Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul:
TableFormer: Robust Transformer Modeling for Table-Text Encoding. CoRR abs/2203.00274 (2022) - [i8]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. CoRR abs/2205.01538 (2022) - [i7]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. CoRR abs/2205.07381 (2022) - [i6]Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson:
On the Security Vulnerabilities of Text-to-SQL Models. CoRR abs/2211.15363 (2022) - [i5]Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. CoRR abs/2212.08011 (2022) - 2019
- [i4]Jingfeng Yang, Federico Fancellu, Bonnie L. Webber:
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing. CoRR abs/1908.10461 (2019) - 2018
- [i3]Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. CoRR abs/1803.01165 (2018) - [i2]Yizhong Wang, Sujian Li, Jingfeng Yang:
Toward Fast and Accurate Neural Discourse Segmentation. CoRR abs/1808.09147 (2018) - [i1]Jingfeng Yang, Sujian Li:
Chinese Discourse Segmentation Using Bilingual Discourse Commonality. CoRR abs/1809.01497 (2018)
Coauthor Index
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