Natural Language Processing

NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches SemEval 2025 NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT SemEval 2025 NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025 Necto@DravidianLangTech 2025: Fine-tuning Multilingual MiniLM for Text Classification in Dravidian Languages NAACL 2025 neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025 Needle Threading: Can LLMs Follow Threads Through Near-Million-Scale Haystacks? ICLR 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 NegVQA: Can Vision Language Models Understand Negation? ACL 2025 NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 NeMo-Inspector: A Visualization Tool for LLM Generation Analysis NAACL 2025 Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity ICML 2025 NeoQA: Evidence-based Question Answering with Generated News Events ACL 2025 Nepali Transformers@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets COLING 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization ICML 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025 Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ACL 2025 Neural Machine Translation for Agglutinative Languages via Data Rejuvenation ACL 2025 Neural Models for Lemmatization and POS-Tagging of Earlier and Late Egyptian (Supporting Hieroglyphic Input) and Demotic NAACL 2025 Neural Morphological Tagging for Nguni Languages ACL 2025 NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025 Neural Text Normalization for Luxembourgish Using Real-Life Variation Data COLING 2025