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2020 – today
- 2024
[c33]Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen:
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. ACL (Findings) 2024: 8702-8718- [c32]Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu:
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. LREC/COLING 2024: 11307-11318 - [c31]Wenhao Yu, Hongming Zhang, Xiaoman Pan, Peixin Cao, Kaixin Ma, Jian Li, Hongwei Wang, Dong Yu:
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. EMNLP 2024: 14672-14685 - [c30]Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen:
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. ICML 2024 - [c29]Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu:
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. NAACL-HLT 2024: 2341-2369 - [i31]Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen:
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. CoRR abs/2402.10207 (2024) - [i30]Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen:
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. CoRR abs/2402.17124 (2024) - [i29]Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang:
Abstraction-of-Thought Makes Language Models Better Reasoners. CoRR abs/2406.12442 (2024) - [i28]Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu:
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. CoRR abs/2409.10277 (2024) - [i27]Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu:
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects. CoRR abs/2410.02730 (2024) - 2023
- [j4]Linfeng Song, Ante Wang
, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu:
OpenFact: Factuality Enhanced Open Knowledge Extraction. Trans. Assoc. Comput. Linguistics 11: 686-702 (2023) - [c28]Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji:
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. ACL (Findings) 2023: 3978-4004 - [c27]Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu:
OASum: Large-Scale Open Domain Aspect-based Summarization. ACL (Findings) 2023: 4381-4401 - [c26]Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen:
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. EACL 2023: 2993-3002 - [c25]Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen:
PIVOINE: Instruction Tuning for Open-world Entity Profiling. EMNLP (Findings) 2023: 15108-15127 - [c24]Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen:
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. ICLR 2023 - [c23]Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen:
Thrust: Adaptively Propels Large Language Models with External Knowledge. NeurIPS 2023 - [i26]Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen:
PIVOINE: Instruction Tuning for Open-world Information Extraction. CoRR abs/2305.14898 (2023) - [i25]Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu:
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning. CoRR abs/2307.07951 (2023) - [i24]Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen:
Thrust: Adaptively Propels Large Language Models with External Knowledge. CoRR abs/2307.10442 (2023) - [i23]Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen:
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. CoRR abs/2308.00304 (2023) - [i22]Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu:
LASER: LLM Agent with State-Space Exploration for Web Navigation. CoRR abs/2309.08172 (2023) - [i21]Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu:
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. CoRR abs/2310.00492 (2023) - [i20]Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu:
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. CoRR abs/2311.09210 (2023) - [i19]Kaiqiang Song, Xiaoyang Wang, Sangwoo Cho, Xiaoman Pan, Dong Yu:
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention. CoRR abs/2312.08618 (2023) - 2022
- [c22]Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen:
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. ACL (2) 2022: 371-377 - [c21]Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen:
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. ICDM (Workshops) 2022: 1-6 - [i18]Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen:
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. CoRR abs/2203.08928 (2022) - [i17]Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji:
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. CoRR abs/2210.00185 (2022) - [i16]Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen:
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. CoRR abs/2210.16433 (2022) - [i15]Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen:
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. CoRR abs/2212.03091 (2022) - [i14]Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu:
OASum: Large-Scale Open Domain Aspect-based Summarization. CoRR abs/2212.09233 (2022) - 2021
- [c20]Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu:
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. EMNLP (1) 2021: 7741-7751 - [c19]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:
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. NAACL-HLT (Demonstrations) 2021: 133-143 - [i13]Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu:
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. CoRR abs/2110.14091 (2021) - 2020
- [b1]Xiaoman Pan:
Cross-lingual entity extraction and linking for 300 languages. University of Illinois Urbana-Champaign, USA, 2020 - [c18]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:
GAIA: A Fine-grained Multimedia Knowledge Extraction System. ACL (demo) 2020: 77-86
2010 – 2019
- 2019
- [c17]Xiaoman Pan, Thamme Gowda, Heng Ji, Jonathan May, Scott Miller:
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining. DeepLo@EMNLP-IJCNLP 2019: 56-66 - [c16]Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu:
Improving Question Answering with External Knowledge. MRQA@EMNLP 2019: 27-37 - [i12]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:
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2019 - [i11]Ying Lin, Xiaoman Pan, Manling Li, Heng Ji:
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019. TAC 2019 - [i10]Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong Yu:
Improving Question Answering with External Knowledge. CoRR abs/1902.00993 (2019) - 2018
- [j3]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:
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32(1-2): 59-89 (2018) - [j2]Zhen Hong, Xiaoman Pan, Ping Chen, Xianchuang Su, Ning Wang, Wenqi Lu:
A Topology Control with Energy Balance in Underwater Wireless Sensor Networks for IoT-Based Application. Sensors 18(7): 2306 (2018) - [c15]Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight:
Describing a Knowledge Base. INLG 2018: 10-21 - [c14]Halidanmu Abudukelimu, Abudoukelimu Abulizi, Boliang Zhang, Xiaoman Pan, Di Lu, Heng Ji, Yang Liu:
Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges. LREC 2018 - [c13]Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May, Kevin Knight, Heng Ji:
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System. NAACL-HLT (Demonstrations) 2018: 41-45 - [i9]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:
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC 2018 - [i8]Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight:
Describing a Knowledge Base. CoRR abs/1809.01797 (2018) - 2017
- [j1]Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han, Lin Zhao, James A. Hendler:
Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems. Big Data 5(1): 19-31 (2017) - [c12]Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, Heng Ji:
Cross-lingual Name Tagging and Linking for 282 Languages. ACL (1) 2017: 1946-1958 - [c11]Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight:
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging. IJCNLP(1) 2017: 362-372 - [c10]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:
Team ELISA System for DARPA LORELEI Speech Evaluation 2016. INTERSPEECH 2017: 2053-2057 - [i7]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:
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. TAC 2017 - [i6]Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee, Cash Costello:
Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking. TAC 2017 - [i5]Boliang Zhang, Xiaoman Pan, Ying Lin, Tongtao Zhang, Kevin Blissett, Samia Kazemi, Spencer Whitehead, Lifu Huang, Heng Ji:
RPI BLENDER TAC-KBP2017 13 Languages EDL System. TAC 2017 - 2016
- [c9]Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight:
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. ACL (1) 2016 - [c8]Ying Lin, Xiaoman Pan, Aliya Deri, Heng Ji, Kevin Knight:
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration. NEWS@ACM 2016: 1-10 - [c7]Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu:
Bitext Name Tagging for Cross-lingual Entity Annotation Projection. COLING 2016: 461-470 - [c6]Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch:
The Gun Violence Database: A new task and data set for NLP. EMNLP 2016: 1018-1024 - [c5]Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight, Daniel Marcu:
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning. HLT-NAACL 2016: 249-259 - [c4]Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue:
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser. SemEval@NAACL-HLT 2016: 1173-1178 - [i4]Dian Yu, Xiaoman Pan, Boliang Zhang, Lifu Huang, Di Lu, Spencer Whitehead, Heng Ji:
RPI BLENDER TAC-KBP2016 System Description. TAC 2016 - [i3]Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji:
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre). CoRR abs/1603.03112 (2016) - [i2]Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou:
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. CoRR abs/1609.08237 (2016) - 2015
- [c3]Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener:
Context-aware Entity Morph Decoding. ACL (1) 2015: 586-595 - [c2]Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji, Kevin Knight:
Unsupervised Entity Linking with Abstract Meaning Representation. HLT-NAACL 2015: 1130-1139 - [i1]Yu Hong, Di Lu, Dian Yu, Xiaoman Pan, Xiaobin Wang, Yadong Chen, Lifu Huang, Heng Ji:
RPI BLENDER TAC-KBP2015 System Description. TAC 2015 - 2014
- [c1]Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener:
Be Appropriate and Funny: Automatic Entity Morph Encoding. ACL (2) 2014: 706-711
Coauthor Index
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