Large Language Models

MUTANT: A Recipe for Multilingual Tokenizer Design ACL 2026 MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing NSDI 2026 MVP: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction ACL 2026 Narrative License and Model Sycophancy in LLM Summaries of Scientific Work ACL 2026 Narrative Weaver: Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning CVPR 2026 NarSiL at SemEval-2026 Task 4: A Multi-Expert, Multi-Pathway System for Narrative Story Similarity SemEval 2026 NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks ACL 2026 Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework ACL 2026 NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models ACL 2026 Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026 nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models SemEval 2026 NCL&HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative Similarity SemEval 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 NERFIFY: A Multi-Agent Framework for Turning NeRF Papers into Code CVPR 2026 NeuralFSM: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy ACL 2026 NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons ACL 2026 Neuro-Symbolic Proof Generation for Scaling Systems Software Verification OSDI 2026 N-GLARE: An Non-Generative Latent Representation-Efficient LLM Safety Evaluator ACL 2026 Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism ACL 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs ACL 2026 NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection SemEval 2026 NL ⇒ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models ACL 2026 No Buffer, No Bottleneck: Efficient Zero-Copy KV Cache Offloading for Long-Context LLMs OSDI 2026 NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise ACL 2026