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Large Language Models

2678 directly classified papers

Papers per year

Papers

Token-Aware Editing of Internal Activations for Large Language Model Alignment EMNLP 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025
PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SEMEVAL 2025
ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025
Molecular String Representation Preferences in Pretrained LLMs: A Comparative Study in Zero- & Few-Shot Molecular Property Prediction EMNLP 2025
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching EMNLP 2025
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025
Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025
Attention Consistency for LLMs Explanation EMNLP 2025
Mitigating Object Hallucinations via Sentence-Level Early Intervention ICCV 2025
Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning EMNLP 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025
Knowledge Editing through Chain-of-Thought EMNLP 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025