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Large Language Models

6405 directly classified papers

Papers per year

Papers

ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025

RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025

Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025

SCULPT: Systematic Tuning of Long Prompts ACL 2025

Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025

Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025

Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025

Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025

SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025

MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025

MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation ACL 2025

M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025

FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025

Controllable Style Arithmetic with Language Models ACL 2025

Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025

Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025

Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025

One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025

VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025

My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025

EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025

Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025