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Large Language Models

2678 directly classified papers

Papers per year

Papers

MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs AAAI 2025
SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025
Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025
Awes, Laws, and Flaws From Today’s LLM Research ACL 2025
Safety in Large Reasoning Models: A Survey EMNLP 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation ACL 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma ACL 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025
Lessons Learned in Assessing Student Reflections with LLMs ACL 2025
Exploring LLM-Based Assessment of Italian Middle School Writing: A Pilot Study ACL 2025
Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o ACL 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025
Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025
ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ACL 2025