Natural Language Processing

Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025 PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning Interspeech 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 Pruning General Large Language Models into Customized Expert Models ACL 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 Psycholinguistic Word Features: a New Approach for the Evaluation of LLMs Alignment with Humans ACL 2025 Psychological Health Chatbot, Detecting and Assisting Patients in their Path to Recovery COLING 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 PsyScam: A Benchmark for Psychological Techniques in Real-World Scams EMNLP 2025 PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025 PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025 PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning EMNLP 2025 Pula: Training Large Language Models for Setswana NAACL 2025 Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning ACL 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025 Pun Unintended: LLMs and the Illusion of Humor Understanding EMNLP 2025 Putnam-AXIOM: A Functional & Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs ICML 2025 Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025 PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents AACL 2025