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Papers (including subtopics)

Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025 Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025 NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages NAACL 2025 NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SemEval 2025 NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection SemEval 2025 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 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 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 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 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 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 NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025 Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025 Neuron-Level Language Tag Injection Improves Zero-Shot Translation Performance ACL 2025 NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025 Neutral residues: revisiting adapters for model extension ICML 2025 NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025