Natural Language Processing

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025 IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025 Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods NAACL 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025 IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam COLING 2025 Is a bunch of words enough to detect disagreement in hateful content? COLING 2025 Is a cute puyfred cute? Context-dependent form-meaning systematicity in LLMs ACL 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 Is Complex Query Answering Really Complex? ICML 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ACL 2025 Is External Information Useful for Stance Detection with LLMs? ACL 2025 Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness ICLR 2025 Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data IJCNLP 2025 Is In-Context Learning Sufficient for Instruction Following in LLMs? ICLR 2025 Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CoNLL 2025 Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages NAACL 2025 IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025 IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic Content EMNLP 2025 Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025 Is linguistically-motivated data augmentation worth it? ACL 2025 Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement ACL 2025