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Large Language Models

2678 directly classified papers

Papers per year

Papers

Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025
Embracing Large Language Models in Traffic Flow Forecasting ACL 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025
2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025