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Large Language Models

2678 directly classified papers

Papers per year

Papers

Generating Physically Stable and Buildable Brick Structures from Text ICCV 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025
LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 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
On Large Multimodal Models as Open-World Image Classifiers ICCV 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025
CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality EMNLP 2025
Submission for WMT25 Task 3 EMNLP 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) EMNLP 2025
HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025
Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025
Midheind at WMT25 General Machine Translation Task EMNLP 2025