← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9067 directly classified papers

Papers per year

Papers

SCULPT: Systematic Tuning of Long Prompts ACL 2025
Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation ICCV 2025
UltraIF: Advancing Instruction Following from the Wild EMNLP 2025
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025
What Language Do Non-English-Centric Large Language Models Think in? ACL 2025
Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025
Auto-Vocabulary Semantic Segmentation ICCV 2025
Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi EMNLP 2025
Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025
OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025
From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ACL 2025
MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding ICCV 2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025
KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ACL 2025
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025
Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ACL 2025