Resources & Methods

Pinyin-Guided Chinese Speech Recognition with Large Language Model Interspeech 2025 Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque NAACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding ACL 2025 Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models ACL 2025 Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach SemEval 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection NAACL 2025 Plan Before You Write: Improve LLM writing by planning NeurIPS 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025 PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025 PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets NAACL 2025 PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment EMNLP 2025 Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots NAACL 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025 PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models IJCNLP 2025 PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation COLING 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 Polish-English medical knowledge transfer: A new benchmark and results EMNLP 2025 Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles ACL 2025 PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs ICLR 2025