Jingcheng Niu

21 papers A* 3B 2Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs.
CoRR
Mingyu Jin, Yutong Yin, Jingcheng Niu, Qingcheng Zeng, Wujiang Xu, Mengnan Du, Wei Cheng, Zhaoran Wang, Tianlong Chen, Dimitris N. Metaxas
2026 J jnl
Hypothesis-Driven Feature Manifold Analysis in LLMs via Supervised Multi-Dimensional Scaling.
Trans. Mach. Learn. Res.
Federico Tiblias, Irina Bigoulaeva, Jingcheng Niu, Simone Balloccu, Iryna Gurevych
2025 J jnl
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning.
CoRR
Jingcheng Niu, Subhabrata Dutta, Ahmed Elshabrawy, Harish Tayyar Madabushi, Iryna Gurevych
2025 J jnl
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning.
Trans. Mach. Learn. Res.
Jingcheng Niu, Subhabrata Dutta, Ahmed Elshabrawy, Harish Tayyar Madabushi, Iryna Gurevych
2025 — conf
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs.
ACL (1)
Jingcheng Niu, Xingdi Yuan, Tong Wang, Hamidreza Saghir, Amir H. Abdi
2025 J jnl
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs.
CoRR
Jingcheng Niu, Xingdi Yuan, Tong Wang, Hamidreza Saghir, Amir H. Abdi
2025 J jnl
Shape Happens: Automatic Feature Manifold Discovery in LLMs via Supervised Multi-Dimensional Scaling.
CoRR
Federico Tiblias, Irina Bigoulaeva, Jingcheng Niu, Simone Balloccu, Iryna Gurevych
2025 A* conf
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity.
EMNLP
Lei Yu, Jingcheng Niu, Zining Zhu, Xi Chen, Gerald Penn
2025 A* conf
Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning.
EMNLP
Jinman Zhao, Xueyan Zhang, Jiaru Li, Jingcheng Niu, Yulan Hu, Erxue Min, Gerald Penn
2024 — conf
ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction.
ACL (Findings)
Jingcheng Niu, Saifei Liao, Victoria Ng, Simon de Montigny, Gerald Penn
2024 J jnl
Functional Faithfulness in the Wild: Circuit Discovery with Differentiable Computation Graph Pruning.
CoRR
Lei Yu, Jingcheng Niu, Zining Zhu, Gerald Penn
2024 A* conf
What does the Knowledge Neuron Thesis Have to do with Knowledge?
ICLR
Jingcheng Niu, Andrew Liu, Zining Zhu, Gerald Penn
2024 J jnl
What does the Knowledge Neuron Thesis Have to do with Knowledge?
CoRR
Jingcheng Niu, Andrew Liu, Zining Zhu, Gerald Penn
2023 J jnl
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support.
CoRR
Stephen Obadinma, Faiza Khan Khattak, Shirley Wang, Tania Sidhom, Elaine Lau, Sean Robertson, Jingcheng Niu, Winnie Au, Alif Munim, Karthik Raja K. Bhaskar, Bencheng Wei, Iris Ren, Waqar Muhammad, Erin Li, Bukola Ishola, Michael Wang, Griffin Tanner, Yu-Jia Shiah, Sean X. Zhang, Kwesi P. Apponsah, Kanishk Patel, Jaswinder Narain, Deval Pandya, Xiaodan Zhu, Frank Rudzicz, Elham Dolatabadi
2022 — conf
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support.
EMNLP (Industry Track)
Stephen Obadinma, Faiza Khan Khattak, Shirley Wang, Tania Sidhorn, Elaine Lau, Sean Robertson, Jingcheng Niu, Winnie Au, Alif Munim, Karthik Raja K. Bhaskar
2022 B conf
Does BERT Rediscover a Classical NLP Pipeline?
COLING
Jingcheng Niu, Wenjie Lu, Gerald Penn
2022 — conf
Using Roark-Hollingshead Distance to Probe BERT's Syntactic Competence.
BlackboxNLP@EMNLP
Jingcheng Niu, Wenjie Lu, Eric Corlett, Gerald Penn
2021 — conf
Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies.
SMM4H@NAACL-HLT
Jingcheng Niu, Erin E. Rees, Victoria Ng, Gerald Penn
2020 — conf
Grammaticality and Language Modelling.
Eval4NLP
Jingcheng Niu, Gerald Penn
2020 B conf
Temporal Histories of Epidemic Events (THEE): A Case Study in Temporal Annotation for Public Health.
LREC
Jingcheng Niu, Victoria Ng, Gerald Penn, Erin E. Rees
2019 — conf
Rationally Reappraising ATIS-based Dialogue Systems.
ACL (1)
Jingcheng Niu, Gerald Penn