Artificial Intelligence

LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks ACL 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025 LongDiff: Training-Free Long Video Generation in One Go CVPR 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025 Long-form Hallucination Detection with Self-elicitation ACL 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 Longhorn: State Space Models are Amortized Online Learners ICLR 2025 LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture EMNLP 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization ICLR 2025 LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ACL 2025 LongReward: Improving Long-context Large Language Models with AI Feedback ACL 2025 LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025 Long-Short Alignment for Effective Long-Context Modeling in LLMs ICML 2025 Long-Short Decision Transformer: Bridging Global and Local Dependencies for Generalized Decision-Making ICLR 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 Long-tailed Adversarial Training with Self-Distillation ICLR 2025 Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025 Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025