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Large Language Models

2678 directly classified papers

Papers per year

Papers

LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens ACL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SEMEVAL 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 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
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ACL 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025
PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SEMEVAL 2025
Harnessing Whisper for Prosodic Stress Analysis ACL 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025
OdiaGenAI participation at WAT 2025 IJCNLP 2025
BridG MT: Enhancing LLMs’ Machine Translation Capabilities with Sentence Bridging and Gradual MT ACL 2025
LoGU: Long-form Generation with Uncertainty Expressions ACL 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025
Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025