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Large Language Models

2678 directly classified papers

Papers per year

Papers

Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025
Safety in Large Reasoning Models: A Survey EMNLP 2025
CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025
On Large Multimodal Models as Open-World Image Classifiers ICCV 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025
ReCoT: Reflective Self-Correction Training for Mitigating Confirmation Bias in Large Vision-Language Models ICCV 2025
Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025
GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models ICCV 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025
MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh ICCV 2025
FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025
Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025
Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025
DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025
LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025