Natural Language Processing

Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025 Evaluation of Multilingual Image Captioning: How far can we get with CLIP models? NAACL 2025 Evaluation of QWEN-3 for English to Ukrainian Translation EMNLP 2025 Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025 EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models AAAI 2025 Event-based evaluation of abstractive news summarization ACL 2025 EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025 EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models EMNLP 2025 EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents AAAI 2025 E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025 Every Opinion Matters: Evaluating and Building Models with Pluralistic Views AAAI 2025 Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models ICLR 2025 EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking IJCAI 2025 Evidence of Generative Syntax in LLMs CoNLL 2025 Evil twins are not that evil: Qualitative insights into machine-generated prompts EMNLP 2025 EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ACL 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025 Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles ICLR 2025