William Yang Wang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 383

Top Venues

Publications

Iain Xie Weissburg, Mehir Arora, Liangming Pan, William Yang Wang
Tweets to Citations: Unveiling the Impact of Social Media Influencers on AI Research Visibility. CoRR (2024)
Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang
Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation. CoRR (2024)
Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang
Weak-to-Strong Jailbreaking on Large Language Models. CoRR (2024)
Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Yang Wang
Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models. CoRR (2024)
Xianjun Yang, Xiao Wang, Qi Zhang, Linda R. Petzold, William Yang Wang, Xun Zhao, Dahua Lin
Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models. CoRR (2023)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. ICLR (2023)
Tsu-Jui Fu, Licheng Yu, Ning Zhang, Cheng-Yang Fu, Jong-Chyi Su, William Yang Wang, Sean Bell
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation. CVPR (2023)
Alon Albalak, Sharon Levy, William Yang Wang
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains. EACL (System Demonstrations) (2023)
Yujie Lu, Xiujun Li, William Yang Wang, Yejin Choi
VIM: Probing Multimodal Large Language Models for Visual Embedded Instruction Following. CoRR (2023)
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. CoRR (2023)
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML (2023)
Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose, Ryan He, Alex Mei, Yujie Lu, Chinmay Sonar, Michael Saxon, William Yang Wang
Let's Think Frame by Frame: Evaluating Video Chain of Thought with Video Infilling and Prediction. CoRR (2023)
Liangming Pan, Michael Saxon, Wenda Xu, Deepak Nathani, Xinyi Wang, William Yang Wang
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies. CoRR (2023)
Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor
NeuPSL: Neural Probabilistic Soft Logic. IJCAI (2023)
Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang
Discriminative Diffusion Models as Few-shot Vision and Language Learners. CoRR (2023)
Wanrong Zhu, Xin Wang, An Yan, Miguel P. Eckstein, William Yang Wang
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. EACL (Findings) (2023)
Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
Fact-Checking Complex Claims with Program-Guided Reasoning. ACL (1) (2023)
Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Yang Wang
On the Risk of Misinformation Pollution with Large Language Models. CoRR (2023)
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR (2023)
Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. CoRR (2023)
Alon Albalak, Colin A. Raffel, William Yang Wang
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data. NeurIPS (2023)
Yujie Lu, Xianjun Yang, Xiujun Li, Xin Eric Wang, William Yang Wang
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation. NeurIPS (2023)
Zhiyu Chen, Yujie Lu, William Yang Wang
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting. CoRR (2023)
Xianjun Yang, Wei Cheng, Linda R. Petzold, William Yang Wang, Haifeng Chen
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text. CoRR (2023)
Xianjun Yang, Kexun Zhang, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng
Zero-Shot Detection of Machine-Generated Codes. CoRR (2023)
Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan
Guiding Instruction-based Image Editing via Multimodal Large Language Models. CoRR (2023)
Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Eric Wang, William Yang Wang
Multimodal Procedural Planning via Dual Text-Image Prompting. CoRR (2023)
Michael Saxon, William Yang Wang
Disparities in Text-to-Image Model Concept Possession Across Languages. FAccT (2023)
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. ICLR (2023)
Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning. CoRR (2023)
Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. CoRR (2023)
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR (2023)
Siqi Liu, Weixi Feng, Wenhu Chen, William Yang Wang
EDIS: Entity-Driven Image Search over Multimodal Web Content. CoRR (2023)
Daniel Rose, Vaishnavi Himakunthala, Andy Ouyang, Ryan He, Alex Mei, Yujie Lu, Michael Saxon, Chinmay Sonar, Diba Mirza, William Yang Wang
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings. CoRR (2023)
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) (2023)
Xinyi Wang, Wanrong Zhu, Michael Saxon, Mark Steyvers, William Yang Wang
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning. NeurIPS (2023)
Zih-Yun Chiu, Yi-Lin Tuan, William Yang Wang, Michael C. Yip
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning. NeurIPS (2023)
Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, William Yang Wang
Causal Balancing for Domain Generalization. ICLR (2023)
Xinyi Wang, Wanrong Zhu, William Yang Wang
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning. CoRR (2023)
Daniel Xiaodan Zhou, Lan Liu, Anmol Anubhai, Maansi Shandilya, Steph Sigalas, William Yang Wang, Zhiheng Huang
Beyond Accurate Answers: Evaluating Open-Domain Question Answering in Enterprise Search. CHIIR (2023)
Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Wang, Miguel P. Eckstein, William Yang Wang
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. EACL (Findings) (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR (2023)
Wanrong Zhu, Jack Hessel, Anas Awadalla, Samir Yitzhak Gadre, Jesse Dodge, Alex Fang, Youngjae Yu, Ludwig Schmidt, William Yang Wang, Yejin Choi
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text. NeurIPS (2023)
Michael Saxon, William Yang Wang
Multilingual Conceptual Coverage in Text-to-Image Models. ACL (1) (2023)
Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. CoRR (2023)
Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang, Zhiheng Huang
Hybrid Hierarchical Retrieval for Open-Domain Question Answering. ACL (Findings) (2023)
Yujie Lu, Xianjun Yang, Xiujun Li, Xin Eric Wang, William Yang Wang
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation. CoRR (2023)
Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Yang Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, Bing Xiang
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. ACL (1) (2023)
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang
Language Agnostic Multilingual Information Retrieval with Contrastive Learning. ACL (Findings) (2023)
Wanrong Zhu, Xinyi Wang, Yujie Lu, Tsu-Jui Fu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation. CoRR (2023)
Kaiser Sun, Peng Qi, Yuhao Zhang, Lan Liu, William Yang Wang, Zhiheng Huang
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks. EMNLP (Findings) (2023)
An Yan, Yu Wang, Yiwu Zhong, Chengyu Dong, Zexue He, Yujie Lu, William Yang Wang, Jingbo Shang, Julian J. McAuley
Learning Concise and Descriptive Attributes for Visual Recognition. ICCV (2023)
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR (2023)
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. NeurIPS (2023)
Michael Saxon, Xinyi Wang, Wenda Xu, William Yang Wang
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers. EACL (2023)
Wanrong Zhu, Jack Hessel, Anas Awadalla, Samir Yitzhak Gadre, Jesse Dodge, Alex Fang, Youngjae Yu, Ludwig Schmidt, William Yang Wang, Yejin Choi
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved With Text. CoRR (2023)
Xue Han, Zuojin Hu, William Yang Wang
COVID-19 Diagnosis by Wavelet Entropy and Extreme Learning Machine. EAI Endorsed Trans. e Learn. 8 (1) (2023)
Alon Albalak, Liangming Pan, Colin Raffel, William Yang Wang
Efficient Online Data Mixing For Language Model Pre-Training. CoRR (2023)
Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. NeurIPS (2023)
Alon Albalak, Colin Raffel, William Yang Wang
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data. CoRR (2023)
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. EACL (Findings) (2023)
Alex Mei, Michael Saxon, Shiyu Chang, Zachary C. Lipton, William Yang Wang
Users are the North Star for AI Transparency. CoRR (2023)
Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. CoRR (2023)
Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
Fact-Checking Complex Claims with Program-Guided Reasoning. CoRR (2023)
Avani Tanna, Michael Saxon, Amr El Abbadi, William Yang Wang
Data Augmentation for Diverse Voice Conversion in Noisy Environments. CoRR (2023)
Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling. CVPR (2023)
Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng
A Survey on Detection of LLMs-Generated Content. CoRR (2023)
Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang
Neuro-Symbolic Procedural Planning with Commonsense Prompting. ICLR (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) (2023)
Jiachen Li, Qiaozi Gao, Michael Johnston, Xiaofeng Gao, Xuehai He, Suhaila Shakiah, Hangjie Shi, Reza Ghanadan, William Yang Wang
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning. CoRR (2023)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Yang Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. CoRR (2023)
Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment. CoRR (2023)
Yi-Lin Tuan, Alon Albalak, Wenda Xu, Michael Saxon, Connor Pryor, Lise Getoor, William Yang Wang
CausalDialogue: Modeling Utterance-level Causality in Conversations. ACL (Findings) (2023)
Matthew Ho, Aditya Sharma, Justin Chang, Michael Saxon, Sharon Levy, Yujie Lu, William Yang Wang
WikiWhy: Answering and Explaining Cause-and-Effect Questions. ICLR (2023)
Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose, Ryan He, Alex Mei, Yujie Lu, Chinmay Sonar, Michael Saxon, William Yang Wang
Let's Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought. EMNLP (2023)
Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang, Dan Roth
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. ACL (Findings) (2023)
Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. ICLR (2023)
Alfonso Amayuelas, Liangming Pan, Wenhu Chen, William Yang Wang
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models. CoRR (2023)
Jiachen Li, Edwin Zhang, Ming Yin, Qinxun Bai, Yu-Xiang Wang, William Yang Wang
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators. ICML (2023)
Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. CoRR (2023)
Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. CoRR (2023)
Alex Mei, Sharon Levy, William Yang Wang
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI. ACL (Findings) (2023)
Alex Mei, Sharon Levy, William Yang Wang
ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models. CoRR (2023)
Michael Saxon, William Yang Wang
Multilingual Conceptual Coverage in Text-to-Image Models. CoRR (2023)
Alex Mei, Sharon Levy, William Yang Wang
ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models. EMNLP (Findings) (2023)
Deepak Nathani, David Wang, Liangming Pan, William Yang Wang
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models. CoRR (2023)
Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) (2023)
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR (2023)
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations. ACL (Findings) (2023)
Deepak Nathani, David Wang, Liangming Pan, William Yang Wang
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models. EMNLP (2023)
Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Yang Wang
Text-guided 3D Human Generation from 2D Collections. CoRR (2023)
Alex Mei, Sharon Levy, William Yang Wang
Foveate, Attribute, and Rationalize: Towards Safe and Trustworthy AI. CoRR (2022)
Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling. CoRR (2022)
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang
Bridging the Training-Inference Gap for Dense Phrase Retrieval. EMNLP (Findings) (2022)
Samhita Honnavalli, Aesha Parekh, Lily Ou, Sophie Groenwold, Sharon Levy, Vicente Ordonez, William Yang Wang
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation. LREC (2022)
Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang
Neuro-Symbolic Causal Language Planning with Commonsense Prompting. CoRR (2022)
Samhita Honnavalli, Aesha Parekh, Lily Ou, Sophie Groenwold, Sharon Levy, Vicente Ordonez, William Yang Wang
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation. CoRR (2022)
Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems. CoRR (2022)
Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang
SafeText: A Benchmark for Exploring Physical Safety in Language Models. CoRR (2022)
Weixi Feng, Tsu-Jui Fu, Yujie Lu, William Yang Wang
ULN: Towards Underspecified Vision-and-Language Navigation. CoRR (2022)

William Yang Wang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

William Yang Wang