Large Language Models

EPIC: Efficient Position-Independent Caching for Serving Large Language Models ICML 2025 Episodic Memories Generation and Evaluation Benchmark for Large Language Models ICLR 2025 Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness EMNLP 2025 Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025 ESPnet-SpeechLM: An Open Speech Language Model Toolkit NAACL 2025 EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models ACL 2025 Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025 ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage NAACL 2025 EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025 EvaCun 2025 Shared Task: Lemmatization and Token Prediction in Akkadian and Sumerian using LLMs NAACL 2025 Evaluating Calibration of Arabic Pre-trained Language Models on Dialectal Text COLING 2025 Evaluating Cultural Knowledge and Reasoning in LLMs Through Persian Allusions EMNLP 2025 Evaluating Dialect Robustness of Language Models via Conversation Understanding COLING 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating Large Language Models for Belief Inference: Mapping Belief Networks at Scale EMNLP 2025 Evaluating Large Language Models for Narrative Topic Labeling NAACL 2025 Evaluating Large Language Models with Enterprise Benchmarks NAACL 2025 Evaluating Lexical Proficiency in Neural Language Models ACL 2025 Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025 Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025 Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025 Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025 Evaluating Retrieval Augmented Generation to Communicate UK Climate Change Information ACL 2025