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Large Language Models

2678 directly classified papers

Papers per year

Papers

Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
Embracing Large Language Models in Traffic Flow Forecasting ACL 2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025