Publications

Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding
Language style is often used by writers to convey their intentions, identities, and mastery of language. In this paper, we show that …
Ruohao Guo, Wei Xu, Alan Ritter
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Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding
Improved Instruction Ordering in Recipe-Grounded Conversation
In this paper, we study the task of instructional dialogue and focus on the cooking domain. Analyzing the generated output of the GPT-J …
Duong Minh Le, Ruohao Guo, Wei Xu, Alan Ritter
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Improved Instruction Ordering in Recipe-Grounded Conversation
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition
Named Entity Recognition (NER) in low-resource languages has been a long-standing challenge in NLP. Recent work has shown great …
Ruohao Guo, Dan Roth
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Constrained Labeled Data Generation for Low-Resource Named Entity Recognition
Learning Stable Deep Predictive Coding Networks with Weight Norm Supervision
Predictive Coding Network (PCN) is an important neural network inspired by visual processing models in neuroscience. It combines the …
Ruohao Guo
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Learning Stable Deep Predictive Coding Networks with Weight Norm Supervision
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations
Current foundation models exhibit impressive capabilities when prompted either with text only or with both image and text inputs. But …
Deqing Fu, Ruohao Guo, Ghazal Khalighinejad, Ollie Liu, Bhuwan Dhingra, Dani Yogatama, Robin Jia, Willie Neiswanger
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IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations
Llms assist nlp researchers: Critique paper (meta-) reviewing
This work is motivated by two key trends. On one hand, large language models (LLMs) have shown remarkable versatility in various …
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
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Llms assist nlp researchers: Critique paper (meta-) reviewing