Papers
Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks
Anders Giovanni Møller, Luca Maria Aiello
2025
ACL
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages
Christopher Toukmaji, Jeffrey Flanigan
PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution
Eshaan Agarwal, Raghav Magazine, Joykirat Singh et al.
PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences
Alan Chi-Man Lee, Wing-Sun Cheng, Calvin Chun-Kit Chan
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
Linhai Zhang, Jialong Wu, Deyu Zhou et al.
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset
Rawan Bondok, Mayar Nassar, Salam Khalifa et al.
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Ivoline C. Ngong, Swanand Ravindra Kadhe, Hao Wang et al.
PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust
Avni Mittal, Sree Hari Nagaralu, Sandipan Dandapat
ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing
Xiuxuan Shen, Zhongyuan Jiang, Junsan Zhang et al.
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model
Minghan Wang, Viet Thanh Pham, Farhad Moghimifar et al.
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering
Alexander Hoyle, Lorena Calvo-Bartolomé, Jordan Boyd-Graber et al.
Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data
Aoqiang Zhu, Min Hu, Xiaohua Wang et al.
PruneVid: Visual Token Pruning for Efficient Video Large Language Models
Xiaohu Huang, Hao Zhou, Kai Han
Pruning General Large Language Models into Customized Expert Models
Yiran Zhao, Guizhen Chen, Kenji Kawaguchi et al.
PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations
Yuxin Hu, Danni Liu, Bo Liu et al.
Psycholinguistic Word Features: a New Approach for the Evaluation of LLMs Alignment with Humans
Javier Conde, Miguel González Saiz, María Grandury et al.
PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support
Huachuan Qiu, Zhenzhong Lan
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling
Haojie Xie, Yirong Chen, Xiaofen Xing et al.
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models
Jiaqi Zhao, Miao Zhang, Ming Wang et al.
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT
Jiaxu Dao, Zhuoying Li, Xiuzhong Tang et al.
Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning
Yiran Rex Ma, Shan Huang, Yuting Xu et al.
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
Kun Ouyang, Yuanxin Liu, Shicheng Li et al.
PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings
Junseo Kim, Jongwook Han, Dongmin Choi et al.