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2020 – today
- 2024
[c121]Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao:
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models. ACL (1) 2024: 2551-2570- [c120]Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin:
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. ACL (Findings) 2024: 4652-4665 - [c119]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. ACL (Findings) 2024: 10288-10302 - [c118]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. Allerton 2024: 1-8 - [c117]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) 2024: 766-781 - [c116]Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao:
AdaShield : Safeguarding Multimodal Large Language Models from Structure-Based Attack via Adaptive Shield Prompting. ECCV (20) 2024: 77-94 - [c115]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. EMNLP 2024: 8078-8088 - [c114]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. EMNLP (Findings) 2024: 9861-9877 - [c113]Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen:
Red Teaming Language Models for Processing Contradictory Dialogues. EMNLP 2024: 11611-11630 - [c112]Terry Tong, Qin Liu, Jiashu Xu, Muhao Chen:
Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks. EMNLP (Findings) 2024: 12833-12846 - [c111]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP 2024: 17659-17681 - [c110]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. ICLR 2024 - [c109]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. ICLR 2024 - [c108]Tianyang Liu, Fei Wang, Muhao Chen:
Rethinking Tabular Data Understanding with Large Language Models. NAACL-HLT 2024: 450-482 - [c107]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. NAACL-HLT 2024: 483-496 - [c106]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. NAACL-HLT 2024: 706-718 - [c105]Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. NAACL-HLT (Findings) 2024: 975-988 - [c104]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. NAACL-HLT 2024: 2775-2792 - [c103]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. NAACL-HLT 2024: 3111-3126 - [c102]Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen:
Instructional Fingerprinting of Large Language Models. NAACL-HLT 2024: 3277-3306 - [c101]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. NAACL-HLT (Findings) 2024: 3526-3548 - [c100]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. NAACL-HLT (Findings) 2024: 3846-3868 - [c99]Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen:
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL-HLT 2024: 7675-7688 - [i137]Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang:
DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR abs/2401.10471 (2024) - [i136]Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen:
Instructional Fingerprinting of Large Language Models. CoRR abs/2401.12255 (2024) - [i135]Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen:
Privacy-Preserving Language Model Inference with Instance Obfuscation. CoRR abs/2402.08227 (2024) - [i134]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. CoRR abs/2402.11138 (2024) - [i133]Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao:
Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. CoRR abs/2402.14968 (2024) - [i132]Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
:
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. CoRR abs/2403.03863 (2024) - [i131]Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon:
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR abs/2403.08002 (2024) - [i130]Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao:
AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting. CoRR abs/2403.09513 (2024) - [i129]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. CoRR abs/2403.16038 (2024) - [i128]Tenghao Huang, Dongwon Jung, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. CoRR abs/2404.00450 (2024) - [i127]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. CoRR abs/2404.02356 (2024) - [i126]James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen:
Offset Unlearning for Large Language Models. CoRR abs/2404.11045 (2024) - [i125]Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen:
Red Teaming Language Models for Contradictory Dialogues. CoRR abs/2405.10128 (2024) - [i124]Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao:
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR abs/2405.20773 (2024) - [i123]Hadi Askari, Anshuman Chhabra, Muhao Chen, Prasant Mohapatra:
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing. CoRR abs/2406.03993 (2024) - [i122]Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen:
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR abs/2406.09411 (2024) - [i121]Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen:
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. CoRR abs/2406.11243 (2024) - [i120]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR abs/2406.11839 (2024) - [i119]Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen:
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. CoRR abs/2407.00902 (2024) - [i118]Terry Tong, Jiashu Xu, Qin Liu, Muhao Chen:
Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers. CoRR abs/2407.04151 (2024) - [i117]Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao:
CLIMB: A Benchmark of Clinical Bias in Large Language Models. CoRR abs/2407.05250 (2024) - [i116]Muhao Chen, Jing Qin:
Form-Finding and Physical Property Predictions of Tensegrity Structures Using Deep Neural Networks. CoRR abs/2407.12006 (2024) - [i115]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? CoRR abs/2407.13248 (2024) - [i114]Dongwon Jung, Qin Liu, Tenghao Huang, Ben Zhou, Muhao Chen:
Familiarity-aware Evidence Compression for Retrieval Augmented Generation. CoRR abs/2409.12468 (2024) - [i113]Tenghao Huang, Donghee Lee, John Sweeney, Jiatong Shi, Emily Steliotes, Matthew Lange, Jonathan May, Muhao Chen:
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists. CoRR abs/2409.12832 (2024) - [i112]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. CoRR abs/2409.19993 (2024) - [i111]Tinghui Zhu, Qin Liu, Fei Wang, Zhengzhong Tu, Muhao Chen:
Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. CoRR abs/2410.03659 (2024) - [i110]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment. CoRR abs/2410.14676 (2024) - [i109]Luyang Zhao, Yitao Jiang, Chun-Yi She, Muhao Chen, Devin J. Balkcom:
SoftSnap: Rapid Prototyping of Untethered Soft Robots Using Snap-Together Modules. CoRR abs/2410.19169 (2024) - [i108]Jiongxiao Wang, Fangzhou Wu, Wendi Li, Jinsheng Pan, Edward Suh, Z. Morley Mao, Muhao Chen, Chaowei Xiao:
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks. CoRR abs/2410.21492 (2024) - [i107]Luyang Zhao, Yitao Jiang, Chun-Yi She, Mingi Jeong, Haibo Dong, Alberto Quattrini Li, Muhao Chen, Devin J. Balkcom:
An Untethered Bioinspired Robotic Tensegrity Dolphin with Multi-Flexibility Design for Aquatic Locomotion. CoRR abs/2411.00347 (2024) - [i106]Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao:
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. CoRR abs/2411.03554 (2024) - [i105]Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu:
SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models. CoRR abs/2412.04852 (2024) - 2023
- [c98]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) 2023: 504-519 - [c97]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. ACL (2) 2023: 902-913 - [c96]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. ACL (2) 2023: 976-985 - [c95]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) 2023: 2450-2467 - [c94]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. ACL (Findings) 2023: 10129-10147 - [c93]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) 2023: 10336-10351 - [c92]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) 2023: 13249-13263 - [c91]Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth:
Indirectly Supervised Natural Language Processing. ACL (tutorial) 2023: 32-40 - [c90]Minh Pham, Craig A. Knoblock, Muhao Chen:
Detecting Semantic Errors in Tables using Textual Evidence. IEEE Big Data 2023: 292-303 - [c89]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoNLL 2023: 414-423 - [c88]Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. EACL 2023: 541-553 - [c87]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. EACL 2023: 865-872 - [c86]Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi:
Primacy Effect of ChatGPT. EMNLP 2023: 108-115 - [c85]Haoyu Wang, Hongming Zhang, Yueguan Wang, Yuqian Deng, Muhao Chen, Dan Roth:
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. EMNLP 2023: 4048-4056 - [c84]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. EMNLP 2023: 5227-5240 - [c83]Shikhar Singh, Ehsan Qasemi, Muhao Chen:
VIPHY: Probing "Visible" Physical Commonsense Knowledge. EMNLP (Findings) 2023: 7113-7128 - [c82]Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi:
Affective and Dynamic Beam Search for Story Generation. EMNLP (Findings) 2023: 11792-11806 - [c81]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. EMNLP (Findings) 2023: 14544-14556 - [c80]James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu:
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP 2023: 14584-14595 - [c79]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. EMNLP (Findings) 2023: 15021-15033 - [c78]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. EMNLP (Findings) 2023: 15173-15184 - [c77]Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren:
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. ICLR 2023 - [c76]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. ICSE 2023: 1853-1865 - [c75]Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen:
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. IJCNLP (2) 2023: 1-9 - [c74]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. ASE 2023: 484-496 - [c73]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. ESEC/SIGSOFT FSE 2023: 708-719 - [i104]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. CoRR abs/2303.11315 (2023) - [i103]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. CoRR abs/2305.10907 (2023) - [i102]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoRR abs/2305.13551 (2023) - [i101]James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu:
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR abs/2305.14599 (2023) - [i100]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. CoRR abs/2305.14695 (2023) - [i99]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR abs/2305.14710 (2023) - [i98]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. CoRR abs/2305.14910 (2023) - [i97]Jiongxiao Wang, Zichen Liu, Keun Hee Park, Muhao Chen, Chaowei Xiao:
Adversarial Demonstration Attacks on Large Language Models. CoRR abs/2305.14950 (2023) - [i96]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR abs/2305.14970 (2023) - [i95]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. CoRR abs/2305.14981 (2023) - [i94]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. CoRR abs/2305.16680 (2023) - [i93]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR abs/2305.17627 (2023) - [i92]Ehsan Qasemi, Amani R. Maina-Kilaas, Devadutta Dash, Khalid Alsaggaf, Muhao Chen:
Preconditioned Visual Language Inference with Weak Supervision. CoRR abs/2306.01753 (2023) - [i91]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. CoRR abs/2306.04544 (2023) - [i90]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR abs/2308.03279 (2023) - [i89]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. CoRR abs/2308.10564 (2023) - [i88]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR abs/2308.13276 (2023) - [i87]Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen:
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. CoRR abs/2309.10891 (2023) - [i86]Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi:
DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR abs/2310.02804 (2023) - [i85]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. CoRR abs/2310.04451 (2023) - [i84]Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi:
Primacy Effect of ChatGPT. CoRR abs/2310.13206 (2023) - [i83]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. CoRR abs/2310.14478 (2023) - [i82]Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi:
Affective and Dynamic Beam Search for Story Generation. CoRR abs/2310.15079 (2023) - [i81]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. CoRR abs/2310.18619 (2023) - [i80]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. CoRR abs/2311.09447 (2023) - [i79]Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao:
On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models. CoRR abs/2311.09641 (2023) - [i78]Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen:
Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? CoRR abs/2311.09702 (2023) - [i77]Wenjie Mo, Jiashu Xu, Qin Liu, Jiongxiao Wang, Jun Yan, Chaowei Xiao, Muhao Chen:
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. CoRR abs/2311.09763 (2023) - [i76]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. CoRR abs/2311.09827 (2023) - [i75]Tianyang Liu, Fei Wang, Muhao Chen:
Rethinking Tabular Data Understanding with Large Language Models. CoRR abs/2312.16702 (2023) - 2022
- [j9]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. J. Biomed. Informatics 134: 104168 (2022) - [j8]Shuo Ma, Muhao Chen, Robert E. Skelton:
TsgFEM: Tensegrity Finite Element Method. J. Open Source Softw. 7(75): 3390 (2022) - [j7]Bangzheng Li, Wenpeng Yin, Muhao Chen:
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. Trans. Assoc. Comput. Linguistics 10: 607-622 (2022) - [c72]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c71]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. AKBC 2022 - [c70]