Large Language Models

PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines NAACL 2025 Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025 Prompting LLMs: Length Control for Isometric Machine Translation ACL 2025 Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025 PromptKeeper: Safeguarding System Prompts for LLMs EMNLP 2025 PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics NAACL 2025 PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025 Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations ICML 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025 PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution ACL 2025 PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences ACL 2025 PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025 Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025 PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025 PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust ACL 2025 Protein Large Language Models: A Comprehensive Survey EMNLP 2025 PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS ICML 2025 ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models NAACL 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 Pruning General Large Language Models into Customized Expert Models ACL 2025 Psycholinguistic Word Features: a New Approach for the Evaluation of LLMs Alignment with Humans ACL 2025 Pula: Training Large Language Models for Setswana NAACL 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