Natural Language Processing

EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation IJCNLP 2025 Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025 Editing Memories Through Few Targeted Neurons AAAI 2025 EditLord: Learning Code Transformation Rules for Code Editing ICML 2025 Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs ACL 2025 Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025 EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025 EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025 EducationQ: Evaluating LLMs’ Teaching Capabilities Through Multi-Agent Dialogue Framework ACL 2025 Educators’ Perceptions of Large Language Models as Tutors: Comparing Human and AI Tutors in a Blind Text-only Setting ACL 2025 EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025 EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction ICML 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping ICML 2025 EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection COLING 2025 Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization ACL 2025 Effectively combining Phi-4 and NLLB for Spoken Language Translation: SPRING Lab IITM’s submission to Low Resource Multilingual Indic Track ACL 2025 Effective Modeling of Generative Framework for Document-level Relational Triple Extraction COLING 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 2025 Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025 Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025 Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025