Large Language Models

LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025 LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models NAACL 2025 LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025 LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks ACL 2025 LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI AAAI 2025 LLMs on a Budget? Say HOLA EMNLP 2025 LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws ICML 2025 LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025 LLMs + Persona-Plug = Personalized LLMs ACL 2025 LLMs Protégés: Tutoring LLMs with Knowledge Gaps Improves Student Learning Outcome ACL 2025 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models ICML 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ACL 2025 LLMSR@XLLM25: SWRV: Empowering Self-Verification of Small Language Models through Step-wise Reasoning and Verification ACL 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 LLM-Synth4KWS: Scalable Automatic Generation and Synthesis of Confusable Data for Custom Keyword Spotting Interspeech 2025 LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025 LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 2025 LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025 LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models ICML 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025 Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing ICML 2025