Nigel Collier
- Visual Spatial Reasoning
2022/04/30 by Fangyu Liu, Guy Emerson, Liu, Fangyu +3 · 46 citations
Computer Science · Psychology · #Multimodal Machine Learning Applications #Language, Metaphor, and Cognition #Categorization, perception, and language
- Generative Language Models Exhibit Social Identity Biases
2023/10/24 by Tiancheng Hu, Hu, Tiancheng, Yara Kyrychenko +9 · 2 voices · 32 citations
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods
- FireAct: Toward Language Agent Fine-tuning
2023/10/09 by Baian Chen, Chang Shu, Chen, Baian +9 · 31 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- A Contrastive Framework for Neural Text Generation
2022/02/13 by Yixuan Su, Su, Yixuan, Lan, Tian +8 · 20 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DePlot: One-shot visual language reasoning by plot-to-table translation
2022/12/20 by Fangyu Liu, Liu, Fangyu, Julian Martin Eisenschlos +17 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
2024/03/25 by Yinhong Liu, Liu, Yinhong, Han Zhou +11 · 31 citations
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques
- On the Effectiveness of Parameter-Efficient Fine-Tuning
2022/11/28 by Zihao Fu, Haoran Yang, Fu, Zihao +9 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Visually Grounded Reasoning across Languages and Cultures
2021/09/28 by Fangyu Liu, Liu, Fangyu, Emanuele Bugliarello +9 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
2024/06/04 by Chengzu Li, Caiqi Zhang, Li, Chengzu +9 · 21 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Semantic Web and Ontologies
- MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
2022/12/19 by Fangyu Liu, Liu, Fangyu, Francesco Piccinno +15 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Handwritten Text Recognition Techniques
- Prompt Compression for Large Language Models: A Survey
2024/10/16 by Zongqian Li, Yinhong Liu, Li, Zongqian +5 · 18 citations
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LUQ: Long-text Uncertainty Quantification for LLMs
2024/03/29 by Caiqi Zhang, Zhang, Caiqi, Fangyu Liu +5 · 10 citations
Computer Science · #Natural Language Processing Techniques
- Contrastive Search Is What You Need For Neural Text Generation
2022/10/25 by Yixuan Su, Nigel Collier, Su, Yixuan +1 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
2023/05/21 by Jiuzhou Han, Nigel Collier, Han, Jiuzhou +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- 500xCompressor: Generalized Prompt Compression for Large Language Models
2024/08/06 by Zongqian Li, Li, Zongqian, Yixuan Su +3 · 6 citations
Computer Science · #Algorithms and Data Compression
- Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
2024/10/03 by Yinhong Liu, Liu, Yinhong, Zhijiang Guo +8 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
2021/09/19 by Qianchu Liu, Fangyu Liu, Liu, Qianchu +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
2024/06/17 by Han Zhou, Zhou, Han, Xingchen Wan +9 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- LoGU: Long-form Generation with Uncertainty Expressions
2024/10/18 by Ruihan Yang, Yang, Ruihan, Caiqi Zhang +13 · 5 citations
Computer Science · #Model-Driven Software Engineering Techniques
- Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
2022/09/26 by Fangyu Liu, Julian Martin Eisenschlos, Liu, Fangyu +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Conformity in Large Language Models
2024/10/16 by Zhu, Xiaochen, Caiqi Zhang, Tom Stafford +6 · 4 citations
Computer Science · #Topic Modeling
- Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization
2023/05/22 by Zihao Fu, Fu, Zihao, Yixuan Su +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
2025/10/20 by Tiancheng Hu, Joachim Baumann, Hu, Tiancheng +9 · 1 voice · 5 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
- Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
2021/10/15 by Zaiqiao Meng, Fangyu Liu, Meng, Zaiqiao +9 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations
2025/05/29 by Caiqi Zhang, Zhang, Caiqi, Zhu, Xiaochen +6 · 6 citations
Engineering · #Manufacturing Process and Optimization #Metal Forming Simulation Techniques #Adhesion, Friction, and Surface Interactions
- Attention Instruction: Amplifying Attention in the Middle via Prompting
2024/06/24 by Meiru Zhang, Zhang, Meiru, Zaiqiao Meng +3 · 1 citation
Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neuroscience, Education and Cognitive Function
- Multi-Trigger Poisoning Amplifies Backdoor Vulnerabilities in LLMs
2025/07/15 by Sanhanat Sivapiromrat, Caiqi Zhang, Sivapiromrat, Sanhanat +5 · 3 citations
Engineering · Computer Science · #Smart Grid Security and Resilience #Software System Performance and Reliability #Blockchain Technology Applications and Security