Natural Language Processing

TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation EMNLP 2025 TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025 To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models ICML 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Culturally-Aware Arabic Debate Platforms with NLP Support EMNLP 2025 Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025 Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST) ACL 2025 Toward Machine Interpreting: Lessons from Human Interpreting Studies EMNLP 2025 Toward Machine Translation Literacy: How Lay Users Perceive and Rely on Imperfect Translations EMNLP 2025 Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning EMNLP 2025 Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design ACL 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Adding Arabic to CorefUD EMNLP 2025 Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025 Towards AI-assisted Academic Writing NAACL 2025 Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025 Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine AAAI 2025 Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025 Towards an Integrated Methodology of Dating Biblical Texts: The Case of the Book of Jeremiah NAACL 2025 Towards an operative definition of creative writing: a preliminary assessment of creativeness in AI and human texts COLING 2025 Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ACL 2025 Towards a Perspectivist Understanding of Irony through Rhetorical Figures EMNLP 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025