Natural Language Processing

nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models SemEval 2026 NCL at SemEval-2026 Task 8: Deterministic Small-LLM RAG with Relation Classification SemEval 2026 NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression SemEval 2026 NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating SemEval 2026 NE-BERT: A Multilingual Language Model for Nine Northeast Indian Languages EACL 2026 Negative Sampling Techniques in Dense Retrieval: A Survey EACL 2026 Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 2026 NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026 Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry ACL 2026 NEST: Nested Evidence Survival for Retrieval ACL 2026 NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models AAAI 2026 Neural Machine Translation for French–Mooré: Adapting Large Language Models to Low-Resource Languages EACL 2026 Neural network embeddings recover value dimensions from psychometric survey items on par with human data EACL 2026 NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts EACL 2026 News Credibility Assessment by LLMs and Humans: Implications for Political Bias EACL 2026 NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026 "Newspaper Eat" Means "Not Tasty": A Taxonomy and Benchmark for Coded Language in Real-World Chinese Online Reviews ACL 2026 New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs ACL 2026 Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026 NIT-Agartala-NLP-Team at SemEval-2026 Task 9: A Weighted Soft-Voting Ensemble Framework of Fine-Tuned LLMs for Binary and Multi-Label Polarization Detection SemEval 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs ACL 2026 NJUSTKMG at SemEval 2026 Task 10 PsyCoMark—Subtask 2:Conspiracy Detection SemEval 2026 NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models EACL 2026 NLP-CEIA-UFG at SemEval-2026 Task 8: Iterative Retrieval with Notes-Guided Query Refinement for Multi-Turn RAG SemEval 2026 NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection SemEval 2026