Resources & Methods

NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026 Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation SemEval 2026 NASIMLab at SemEval-2026 Task 9: A Comparative Analysis of Fine-Tuned Small Language Models vs. Generative Large Language Models for Multilingual Polarization Type Detection SemEval 2026 NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression SemEval 2026 NE-BERT: A Multilingual Language Model for Nine Northeast Indian Languages EACL 2026 Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 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 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 NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models EACL 2026 NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection SemEval 2026 NLP-FSDM at SemEval-2026 Task 4: Narrative Similarity via Multiple Negatives Ranking and Instruction-Based Embeddings SemEval 2026 NoReGeo: Non-Reasoning Geometry Benchmark AAAI 2026 NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation AAAI 2026 NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation AAAI 2026 Novel or Drivel? Variants of Invariants for Teaching NLP in the LLM Era EACL 2026 Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026 O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model AAAI 2026 Obedience or Vigilance? How Large Language Models React to Malicious Multiple-Choice Options (Student Abstract) AAAI 2026 Offline Preference Optimization via Maximum Marginal Likelihood Estimation EACL 2026 OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026 OLA: Output Language Alignment in Code-Switched LLM Interactions ACL 2026 OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026