Large Language Models

LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation EMNLP 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 Length Controlled Generation for Black-box LLMs ACL 2025 LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection ICML 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025 Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ACL 2025 Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities IJCAI 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025 Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025 Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025 Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025 Leveraging Human Production-Interpretation Asymmetries to Test LLM Cognitive Plausibility ACL 2025 Leveraging In-Context Learning for Political Bias Testing of LLMs ACL 2025 Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025 Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025 Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection Interspeech 2025 Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025 NAACL 2025 Leveraging Large Language Models for Wind Energy Assessment AAAI 2025 Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025