Large Language Models

Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling ICML 2025 Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation ICML 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling ICML 2025 Overtrained Language Models Are Harder to Fine-Tune ICML 2025 Overview of the Critical Questions Generation Shared Task ACL 2025 Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) COLING 2025 Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization NAACL 2025 Overview of the Shared Task on Fake News Detection in Dravidian Languages-DravidianLangTech@NAACL 2025 NAACL 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 PahGen: Generating Ancient Pahlavi Text via Grammar-guided Zero-shot Translation NAACL 2025 PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025 PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs ICML 2025 PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025 PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling ICML 2025 Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 PaperBench: Evaluating AI’s Ability to Replicate AI Research ICML 2025 PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory ACL 2025 PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025 ParallelComp: Parallel Long-Context Compressor for Length Extrapolation ICML 2025 Paramananda@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets using FastText and BERT COLING 2025