Jingfeng Yang

50 papers A* 8A 1Misc 1Journal 27Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning.
CoRR
Weiqi Wang, Xin Liu, Binxuan Huang, Hejie Cui, Rongzhi Zhang, Changlong Yu, Shuowei Jin, Jingfeng Yang, Qingyu Yin, Zhengyang Wang, Zheng Li, Yifan Gao, Priyanka Nigam, Bing Yin, Lihong Li, Yangqiu Song
2025 — conf
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP (Findings)
Chi Han, Xin Liu, Haodong Wang, Shiyang Li, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Qingyu Yin, Liang Qiu, Changlong Yu, Yifan Gao, Zheng Li, Bing Yin, Jingbo Shang, Heng Ji
2025 — conf
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning.
EMNLP (Findings)
Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xin Liu, Zhengyang Wang, Xianfeng Tang, Shiyang Li, Xiang He, Ruijie Wang, Bing Yin, Xiao Gu, Lei A. Clifton, David A. Clifton
2025 — conf
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
NAACL (Long Papers)
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
2025 J jnl
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
CoRR
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
2025 A* conf
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates.
EMNLP
Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang
2025 J jnl
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates.
CoRR
Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang
2025 — conf
LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios.
NAACL (Long Papers)
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
2025 J jnl
RRO: LLM Agent Optimization Through Rising Reward Trajectories.
CoRR
Zilong Wang, Jingfeng Yang, Sreyashi Nag, Samarth Varshney, Xianfeng Tang, Haoming Jiang, Jingbo Shang, Sheikh Muhammad Sarwar
2025 J jnl
Scaling Laws for Predicting Downstream Performance in LLMs.
Trans. Mach. Learn. Res.
Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2025 J jnl
Thinking Preference Optimization.
CoRR
Wang Yang, Hongye Jin, Jingfeng Yang, Vipin Chaudhary, Xiaotian Han
2024 — conf
Data Diversity Matters for Robust Instruction Tuning.
EMNLP (Findings)
Alexander Bukharin, Shiyang Li, Zhengyang Wang, Jingfeng Yang, Bing Yin, Xian Li, Chao Zhang, Tuo Zhao, Haoming Jiang
2024 J jnl
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond.
ACM Trans. Knowl. Discov. Data
Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Shaochen Zhong, Bing Yin, Xia Ben Hu
2024 J jnl
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.
CoRR
Kewei Cheng, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Binxuan Huang, Ruirui Li, Shiyang Li, Zheng Li, Yifan Gao, Xian Li, Bing Yin, Yizhou Sun
2024 J jnl
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning.
CoRR
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Zirui Liu, Chia-Yuan Chang, Huiyuan Chen, Xia Hu
2024 A* conf
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning.
ICML
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Zirui Liu, Chia-Yuan Chang, Huiyuan Chen, Xia Hu
2024 A* conf
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.
EMNLP
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
2024 A* conf
MEMORYLLM: Towards Self-Updatable Large Language Models.
ICML
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
2024 J jnl
Scaling Laws for Predicting Downstream Performance in LLMs.
CoRR
Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2024 A* conf
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
NeurIPS
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
2024 J jnl
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
CoRR
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
2023 J jnl
CCGen: Explainable Complementary Concept Generation in E-Commerce.
CoRR
Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin
2023 Misc conf
Choice Fusion As Knowledge For Zero-Shot Dialogue State Tracking.
ICASSP
Ruolin Su, Jingfeng Yang, Ting-Wei Wu, Biing-Hwang Juang
2023 J jnl
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking.
CoRR
Ruolin Su, Jingfeng Yang, Ting-Wei Wu, Biing-Hwang Juang
2023 A* conf
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
NeurIPS
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 J jnl
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
CoRR
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 J jnl
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length.
CoRR
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Chia-Yuan Chang, Xia Hu
2023 J jnl
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond.
CoRR
Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Bing Yin, Xia Hu
2023 — conf
Multi-VALUE: A Framework for Cross-Dialectal English NLP.
ACL (1)
Caleb Ziems, William Barr Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang
2023 A* conf
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.
WWW
Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher
2023 J jnl
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.
CoRR
Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher
2023 A conf
On the Vulnerabilities of Text-to-SQL Models.
ISSRE
Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson
2023 J jnl
Situated Natural Language Explanations.
CoRR
Zining Zhu, Haoming Jiang, Jingfeng Yang, Sreyashi Nag, Chao Zhang, Jie Huang, Yifan Gao, Frank Rudzicz, Bing Yin
2022 J jnl
Multi-VALUE: A Framework for Cross-Dialectal English NLP.
CoRR
Caleb Ziems, William Barr Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang
2022 J jnl
On the Security Vulnerabilities of Text-to-SQL Models.
CoRR
Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson
2022 — conf
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models.
NAACL-HLT (Findings)
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang
2022 — conf
SUBS: Subtree Substitution for Compositional Semantic Parsing.
NAACL-HLT
Jingfeng Yang, Le Zhang, Diyi Yang
2022 J jnl
SUBS: Subtree Substitution for Compositional Semantic Parsing.
CoRR
Jingfeng Yang, Le Zhang, Diyi Yang
2022 J jnl
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models.
CoRR
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang
2022 — conf
TableFormer: Robust Transformer Modeling for Table-Text Encoding.
ACL (1)
Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul
2022 J jnl
TableFormer: Robust Transformer Modeling for Table-Text Encoding.
CoRR
Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul
2021 — conf
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing.
EMNLP (1)
Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang
2021 — conf
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language.
EMNLP (Findings)
Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang
2020 — conf
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection.
EMNLP (1)
Jingfeng Yang, Diyi Yang, Zhaoran Ma
2019 J jnl
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing.
CoRR
Jingfeng Yang, Federico Fancellu, Bonnie L. Webber
2018 J jnl
Chinese Discourse Segmentation Using Bilingual Discourse Commonality.
CoRR
Jingfeng Yang, Sujian Li
2018 J jnl
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification.
CoRR
Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang
2018 A* conf
Toward Fast and Accurate Neural Discourse Segmentation.
EMNLP
Yizhong Wang, Sujian Li, Jingfeng Yang
2018 J jnl
Toward Fast and Accurate Neural Discourse Segmentation.
CoRR
Yizhong Wang, Sujian Li, Jingfeng Yang
2017 — conf
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification.
IJCNLP(1)
Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang