Liangming Pan

33 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×15 EMNLP ×7 NAACL ×3 NeurIPS ×3 ICML ×2 AAAI ×1 ACM MM ×1 SIGIR ×1

Frequent coauthors

William Yang Wang

×18

Xiaobao Wu

×5

Yubo Ma

×5

Xinyi Wang

×4

Hao Fei

×4

Preslav Nakov

×4

Alfonso Amayuelas

×4

Yixin Cao

×4

Zijun Yao

×3

Anh Tuan Luu

×3

Jundong Xu

×3

Qian Liu

×3

Papers

LEDOM: Reverse Language Model
ACL 2026 ·
Xunjian Yin
,
Sitao Cheng
,
Yuxi Xie
,
Xinyu Hu
,
Li Lin
,
Xinyi Wang
, Liangming Pan,
William Yang Wang
,
Xiaojun Wan
Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures
ACL 2026 ·
Yutong Gao
,
Qinglin Meng
,
Yuan Zhou
, Liangming Pan
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
ACL 2026 ·
Yi Hu
,
Jiaqi Gu
,
Ruxin Wang
,
Zijun Yao
,
Hao Peng
,
Xiaobao Wu
,
Jianhui Chen
,
Muhan Zhang
, Liangming Pan
AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
ACL 2025 ·
Xiaobao Wu
, Liangming Pan,
Yuxi Xie
,
Ruiwen Zhou
,
Shuai Zhao
,
Yubo Ma
,
Mingzhe Du
,
Rui Mao
,
Anh Tuan Luu
,
William Yang Wang
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
ACL 2025 ·
Jundong Xu
,
Hao Fei
,
Meng Luo
,
Qian Liu
, Liangming Pan,
William Yang Wang
,
Preslav Nakov
,
Mong-Li Lee
,
Wynne Hsu
CausalEval: Towards Better Causal Reasoning in Language Models
NAACL 2025 ·
Longxuan Yu
,
Delin Chen
,
Siheng Xiong
,
Qingyang Wu
,
Dawei Li
,
Zhikai Chen
,
Xiaoze Liu
, Liangming Pan
Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
AAAI 2025 ·
Shengqiong Wu
,
Hao Fei
, Liangming Pan,
William Yang Wang
,
Shuicheng Yan
,
Tat-Seng Chua
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
EMNLP 2025 ·
Razvan-Gabriel Dumitru
,
Darius Peteleaza
,
Vikas Yadav
, Liangming Pan
Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement
ACL 2025 ·
Xunjian Yin
,
Xinyi Wang
, Liangming Pan,
Li Lin
,
Xiaojun Wan
,
William Yang Wang
How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
EMNLP 2025 ·
Minglai Yang
,
Ethan Huang
,
Liang Zhang
,
Mihai Surdeanu
,
William Yang Wang
, Liangming Pan
How do Transformers Learn Implicit Reasoning?
NeurIPS 2025 ·
Jiaran Ye
,
Zijun Yao
,
Zhidian Huang
, Liangming Pan,
Jinxin Liu
,
Yushi Bai
,
Amy Xin
,
Weichuan Liu
,
Xiaoyin Che
,
Lei Hou
,
Juanzi Li
InductionBench: LLMs Fail in the Simplest Complexity Class
ACL 2025 ·
Wenyue Hua
,
Tyler Wong
,
Fei Sun
, Liangming Pan,
Adam Jardine
,
William Yang Wang
Investigating the Transferability of Code Repair for Low-Resource Programming Languages
NAACL 2025 ·
Kyle Wong
,
Alfonso Amayuelas
, Liangming Pan,
William Yang Wang
Long Context vs. RAG: Strategies for Processing Long Documents in LLMs
SIGIR 2025 ·
Xinze Li
,
Yushi Bai
,
Bowen Jin
,
Fengbin Zhu
, Liangming Pan,
Yixin Cao
MuSLR: Multimodal Symbolic Logical Reasoning
NeurIPS 2025 ·
Jundong Xu
,
Hao Fei
,
Yuhui Zhang
, Liangming Pan,
Qijun Huang
,
Qian Liu
,
Preslav Nakov
,
Min-Yen Kan
,
William Yang Wang
,
Mong-Li Lee
,
Wynne Hsu
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
ACL 2025 ·
Ruiwen Zhou
,
Wenyue Hua
, Liangming Pan,
Sitao Cheng
,
Xiaobao Wu
,
En Yu
,
William Yang Wang
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
ACL 2025 ·
Zijun Yao
,
Weijian Qi
, Liangming Pan,
Shulin Cao
,
Linmei Hu
,
Weichuan Liu
,
Lei Hou
,
Juanzi Li
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
NAACL 2025 ·
Xinyuan Lu
, Liangming Pan,
Yubo Ma
,
Preslav Nakov
,
Min-Yen Kan
Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
ACM MM 2025 ·
Fengbin Zhu
,
Junfeng Li
, Liangming Pan,
Wenjie Wang
,
Fuli Feng
,
Chao Wang
,
Huanbo Luan
,
Tat-Seng Chua
A Survey on Detection of LLMs-Generated Content
EMNLP 2024 ·
Xianjun Yang
, Liangming Pan,
Xuandong Zhao
,
Haifeng Chen
,
Linda R. Petzold
,
William Yang Wang
,
Wei Cheng
AKEW: Assessing Knowledge Editing in the Wild
EMNLP 2024 ·
Xiaobao Wu
, Liangming Pan,
William Yang Wang
,
Anh Tuan Luu
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
EMNLP 2024 ·
Yuxia Wang
,
Revanth Gangi Reddy
,
Zain Muhammad Mujahid
,
Arnav Arora
,
Aleksandr Rubashevskii
,
Jiahui Geng
,
Osama Mohammed Afzal
, Liangming Pan,
Nadav Borenstein
,
Aditya Pillai
,
Isabelle Augenstein
,
Iryna Gurevych
,
Preslav Nakov
Faithful Logical Reasoning via Symbolic Chain-of-Thought
ACL 2024 ·
Jundong Xu
,
Hao Fei
, Liangming Pan,
Qian Liu
,
Mong-Li Lee
,
Wynne Hsu
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
ACL 2024 ·
Alfonso Amayuelas
,
Kyle Wong
, Liangming Pan,
Wenhu Chen
,
William Yang Wang
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
NeurIPS 2024 ·
Yubo Ma
,
Yuhang Zang
,
Liangyu Chen
,
Meiqi Chen
,
Yizhu Jiao
,
Xinze Li
,
Xinyuan Lu
,
Ziyu Liu
,
Yan Ma
,
Xiaoyi Dong
,
Pan Zhang
, Liangming Pan,
Yu-Gang Jiang
,
Jiaqi Wang
,
Yixin Cao
,
Aixin Sun
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
ACL 2024 ·
Xiaobao Wu
,
Xinshuai Dong
, Liangming Pan,
Thong Nguyen
,
Anh Tuan Luu
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
EMNLP 2024 ·
Alfonso Amayuelas
,
Xianjun Yang
,
Antonis Antoniades
,
Wenyue Hua
, Liangming Pan,
William Yang Wang
Position: AI/ML Influencers Have a Place in the Academic Process
ICML 2024 ·
Iain Weissburg
,
Mehir Arora
,
Xinyi Wang
, Liangming Pan,
William Yang Wang
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
ACL 2024 ·
Wenda Xu
,
Guanglei Zhu
,
Xuandong Zhao
, Liangming Pan,
Lei Li
,
William Wang
SciAgent: Tool-augmented Language Models for Scientific Reasoning
EMNLP 2024 ·
Yubo Ma
,
Zhibin Gou
,
Junheng Hao
,
Ruochen Xu
,
Shuohang Wang
, Liangming Pan,
Yujiu Yang
,
Yixin Cao
,
Aixin Sun
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models
ACL 2024 ·
Shuo Zhang
, Liangming Pan,
Junzhou Zhao
,
William Yang Wang
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
ACL 2024 ·
Xinze Li
,
Yixin Cao
, Liangming Pan,
Yubo Ma
,
Aixin Sun
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
ICML 2024 ·
Xinyi Wang
,
Alfonso Amayuelas
,
Kexun Zhang
, Liangming Pan,
Wenhu Chen
,
William Yang Wang