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Large Language Models

2678 directly classified papers

Papers per year

Papers

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation CVPR 2025
EZSR: Event-based Zero-Shot Recognition CVPR 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
Gaeilge Bhriste ó Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text? COLING 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025
LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task COLING 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025
DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025