Yushi Hu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Image Generation

Top Venues

EMNLP (Findings)

Publications

Xingyu Fu, Yushi Hu, Bangzheng Li, Yu Feng, Haoyu Wang, Xudong Lin, Dan Roth, Noah A. Smith, Wei-Chiu Ma, Ranjay Krishna
BLINK: Multimodal Large Language Models Can See but Not Perceive. CoRR (2024)
Yushi Hu, Weijia Shi, Xingyu Fu, Dan Roth, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Ranjay Krishna
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models. CoRR (2024)
Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang
Training Language Models to Generate Text with Citations via Fine-grained Rewards. CoRR (2024)
Jaemin Cho, Yushi Hu, Jason M. Baldridge, Roopal Garg, Peter Anderson, Ranjay Krishna, Mohit Bansal, Jordi Pont-Tuset, Su Wang
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation. ICLR (2024)
Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang
Training Language Models to Generate Text with Citations via Fine-grained Rewards. ACL (1) (2024)
Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Simon S. Du
Decoding-Time Language Model Alignment with Multiple Objectives. CoRR (2024)
Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. CoRR (2024)
Jiao Sun, Deqing Fu, Yushi Hu, Su Wang, Royi Rassin, Da-Cheng Juan, Dana Alon, Charles Herrmann, Sjoerd van Steenkiste, Ranjay Krishna, Cyrus Rashtchian
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback. CoRR (2023)
Zeqiu Wu, Yushi Hu, Weijia Shi, Nouha Dziri, Alane Suhr, Prithviraj Ammanabrolu, Noah A. Smith, Mari Ostendorf, Hannaneh Hajishirzi
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training. NeurIPS (2023)
Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering. ICCV (2023)
Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo
PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3. ICCV (2023)
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu
One Embedder, Any Task: Instruction-Finetuned Text Embeddings. ACL (Findings) (2023)
Zeqiu Wu, Yushi Hu, Weijia Shi, Nouha Dziri, Alane Suhr, Prithviraj Ammanabrolu, Noah A. Smith, Mari Ostendorf, Hannaneh Hajishirzi
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training. CoRR (2023)
Jaemin Cho, Yushi Hu, Roopal Garg, Peter Anderson, Ranjay Krishna, Jason Baldridge, Mohit Bansal, Jordi Pont-Tuset, Su Wang
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation. CoRR (2023)
Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu
Binding Language Models in Symbolic Languages. ICLR (2023)
Yushi Hu, Otilia Stretcu, Chun-Ta Lu, Krishnamurthy Viswanathan, Kenji Hata, Enming Luo, Ranjay Krishna, Ariel Fuxman
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models. CoRR (2023)
Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering. CoRR (2023)
Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu
Binding Language Models in Symbolic Languages. CoRR (2022)
Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo
PromptCap: Prompt-Guided Task-Aware Image Captioning. CoRR (2022)
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf
Unsupervised Learning of Hierarchical Conversation Structure. CoRR (2022)
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf
Unsupervised Learning of Hierarchical Conversation Structure. EMNLP (Findings) (2022)
Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf
In-Context Learning for Few-Shot Dialogue State Tracking. CoRR (2022)
Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf
In-Context Learning for Few-Shot Dialogue State Tracking. EMNLP (Findings) (2022)
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu
One Embedder, Any Task: Instruction-Finetuned Text Embeddings. CoRR (2022)
Yushi Hu, Shane Settle, Karen Livescu
Acoustic Span Embeddings for Multilingual Query-by-Example Search. SLT (2021)
Yushi Hu, Shane Settle, Karen Livescu
Multilingual Jointly Trained Acoustic and Written Word Embeddings. CoRR (2020)
Yushi Hu, Shane Settle, Karen Livescu
Multilingual Jointly Trained Acoustic and Written Word Embeddings. INTERSPEECH (2020)
Yushi Hu, Shane Settle, Karen Livescu
Acoustic span embeddings for multilingual query-by-example search. CoRR (2020)