Xiaoman Pan

79 papers A* 5A 2B 3Journal 33Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
SynPlanResearch-R1: Encouraging Tool Exploration for Deep Research with Synthetic Plans.
CoRR
Hansi Zeng, Zoey Li, Yifan Gao, Chenwei Zhang, Xiaoman Pan, Tao Yang, Fengran Mo, Jiacheng Lin, Xian Li, Jingbo Shang
2025 — conf
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots.
NAACL (System Demonstrations)
Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu
2025 — conf
DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes.
EMNLP (Findings)
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2025 J jnl
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge.
CoRR
Guangchen Lan, Sipeng Zhang, Tianle Wang, Yuwei Zhang, Daoan Zhang, Xinpeng Wei, Xiaoman Pan, Hongming Zhang, Dong-Jun Han, Christopher G. Brinton
2025 J jnl
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time.
CoRR
Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
2025 J jnl
Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential.
CoRR
Xuansheng Wu, Xiaoman Pan, Wenlin Yao, Jianshu Chen
2025 J jnl
Stabilizing Reinforcement Learning for Honesty Alignment in Language Models on Deductive Reasoning.
CoRR
Jiarui Liu, Kaustubh D. Dhole, Yingheng Wang, Haoyang Wen, Sarah Zhang, Haitao Mao, Gaotang Li, Neeraj Varshney, Jingguo Liu, Xiaoman Pan
2024 — conf
Abstraction-of-Thought Makes Language Models Better Reasoners.
EMNLP (Findings)
Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024 J jnl
Abstraction-of-Thought Makes Language Models Better Reasoners.
CoRR
Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024 A* conf
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.
EMNLP
Wenhao Yu, Hongming Zhang, Xiaoman Pan, Peixin Cao, Kaixin Ma, Jian Li, Hongwei Wang, Dong Yu
2024 J jnl
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots.
CoRR
Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu
2024 J jnl
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects.
CoRR
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2024 — conf
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.
ACL (Findings)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024 J jnl
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.
CoRR
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024 — conf
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning.
NAACL-HLT
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2024 — conf
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning.
LREC/COLING
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2024 A* conf
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.
ICML
Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024 J jnl
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.
CoRR
Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024 J jnl
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment.
CoRR
Daoan Zhang, Guangchen Lan, Dong-Jun Han, Wenlin Yao, Xiaoman Pan, Hongming Zhang, Mingxiao Li, Pengcheng Chen, Dong Yu, Christopher Brinton, Jiebo Luo
2024 — conf
Skills-in-Context: Unlocking Compositionality in Large Language Models.
EMNLP (Findings)
Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen
2023 J jnl
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.
CoRR
Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu
2023 J jnl
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning.
CoRR
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2023 A conf
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method.
EACL
Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen
2023 A* conf
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.
ICLR
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2023 J jnl
LASER: LLM Agent with State-Space Exploration for Web Navigation.
CoRR
Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu
2023 J jnl
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning.
CoRR
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2023 — conf
OASum: Large-Scale Open Domain Aspect-based Summarization.
ACL (Findings)
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu
2023 J jnl
OpenFact: Factuality Enhanced Open Knowledge Extraction.
Trans. Assoc. Comput. Linguistics
Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu
2023 — conf
PIVOINE: Instruction Tuning for Open-world Entity Profiling.
EMNLP (Findings)
Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen
2023 J jnl
PIVOINE: Instruction Tuning for Open-world Information Extraction.
CoRR
Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen
2023 J jnl
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models.
CoRR
Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen
2023 A* conf
Thrust: Adaptively Propels Large Language Models with External Knowledge.
NeurIPS
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023 J jnl
Thrust: Adaptively Propels Large Language Models with External Knowledge.
CoRR
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023 J jnl
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention.
CoRR
Kaiqiang Song, Xiaoyang Wang, Sangwoo Cho, Xiaoman Pan, Dong Yu
2023 — conf
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks.
ACL (Findings)
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2022 — conf
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References.
ACL (2)
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References.
CoRR
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.
CoRR
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
OASum: Large-Scale Open Domain Aspect-based Summarization.
CoRR
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu
2022 J jnl
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks.
CoRR
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2022 — conf
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.
ICDM (Workshops)
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.
CoRR
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2021 — conf
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories.
EMNLP (1)
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2021 J jnl
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories.
CoRR
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2021 — conf
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.
NAACL-HLT (Demonstrations)
Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji
2020 — —
Cross-lingual entity extraction and linking for 300 languages
Xiaoman Pan
2020 — conf
GAIA: A Fine-grained Multimedia Knowledge Extraction System.
ACL (demo)
Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman
2019 — conf
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019.
TAC
Ying Lin, Xiaoman Pan, Manling Li, Heng Ji
2019 — conf
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining.
DeepLo@EMNLP-IJCNLP
Xiaoman Pan, Thamme Gowda, Heng Ji, Jonathan May, Scott Miller
2019 — conf
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
2019 — conf
Improving Question Answering with External Knowledge.
MRQA@EMNLP
Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu
2019 J jnl
Improving Question Answering with External Knowledge.
CoRR
Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong Yu
2018 J jnl
A Topology Control with Energy Balance in Underwater Wireless Sensor Networks for IoT-Based Application.
Sensors
Zhen Hong, Xiaoman Pan, Ping Chen, Xianchuang Su, Ning Wang, Wenqi Lu
2018 B conf
Describing a Knowledge Base.
INLG
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight
2018 J jnl
Describing a Knowledge Base.
CoRR
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight
2018 — conf
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System.
NAACL-HLT (Demonstrations)
Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May, Kevin Knight, Heng Ji
2018 B conf
Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges.
LREC
Halidanmu Abudukelimu, Abudoukelimu Abulizi, Boliang Zhang, Xiaoman Pan, Di Lu, Heng Ji, Yang Liu
2018 — conf
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
2018 J jnl
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages.
Mach. Transl.
Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji
2017 — conf
Cross-lingual Name Tagging and Linking for 282 Languages.
ACL (1)
Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, Heng Ji
2017 — conf
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging.
IJCNLP(1)
Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight
2017 J jnl
Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems.
Big Data
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han, Lin Zhao, James A. Hendler
2017 — conf
Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking.
TAC
Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee, Cash Costello
2017 — conf
RPI BLENDER TAC-KBP2017 13 Languages EDL System.
TAC
Boliang Zhang, Xiaoman Pan, Ying Lin, Tongtao Zhang, Kevin Blissett, Samia Kazemi, Spencer Whitehead, Lifu Huang, Heng Ji
2017 A conf
Team ELISA System for DARPA LORELEI Speech Evaluation 2016.
INTERSPEECH
Pavlos Papadopoulos, Ruchir Travadi, Colin Vaz, Nikolaos Malandrakis, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Ondrej Glembek, Murali Karthick Baskar, Martin Karafiát, Lukás Burget, Mark Hasegawa-Johnson, Heng Ji, Jonathan May, Kevin Knight, Shrikanth S. Narayanan
2017 — conf
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction.
TAC
Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher D. Manning, Smaranda Muresan, Owen Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme
2016 — conf
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer.
ACL (1)
Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight
2016 J jnl
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment.
CoRR
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
2016 B conf
Bitext Name Tagging for Cross-lingual Entity Annotation Projection.
COLING
Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu
2016 J jnl
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre).
CoRR
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji
2016 — conf
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser.
SemEval@NAACL-HLT
Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue
2016 — conf
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration.
NEWS@ACM
Ying Lin, Xiaoman Pan, Aliya Deri, Heng Ji, Kevin Knight
2016 — conf
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning.
HLT-NAACL
Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight, Daniel Marcu
2016 — conf
RPI BLENDER TAC-KBP2016 System Description.
TAC
Dian Yu, Xiaoman Pan, Boliang Zhang, Lifu Huang, Di Lu, Spencer Whitehead, Heng Ji
2016 A* conf
The Gun Violence Database: A new task and data set for NLP.
EMNLP
Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch
2015 — conf
Context-aware Entity Morph Decoding.
ACL (1)
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener
2015 — conf
RPI BLENDER TAC-KBP2015 System Description.
TAC
Yu Hong, Di Lu, Dian Yu, Xiaoman Pan, Xiaobin Wang, Yadong Chen, Lifu Huang, Heng Ji
2015 — conf
Unsupervised Entity Linking with Abstract Meaning Representation.
HLT-NAACL
Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji, Kevin Knight
2014 — conf
Be Appropriate and Funny: Automatic Entity Morph Encoding.
ACL (2)
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener