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Large Language Models

2678 directly classified papers

Papers per year

Papers

MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025
SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025
REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens ACL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SEMEVAL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025
Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
A Survey of Generative Information Extraction COLING 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
OdiaGenAI participation at WAT 2025 IJCNLP 2025
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SEMEVAL 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SEMEVAL 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SEMEVAL 2025
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SEMEVAL 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025
NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology SEMEVAL 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SEMEVAL 2025
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025