Large Language Models

Vector Calligrapher: Generating Scalable Vector Graphics via Structured Linguistic Supervision ACL 2026 ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking CVPR 2026 Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models ACL 2026 wangkongqiang at SemEval-2026 Task 1: MWAHAHA- Competition on Humor Generation SemEval 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 When Can Transformers Count to n? UAI 2026 When Understanding Becomes a Risk: Authenticity and Safety Risks in the Emerging Image Generation Paradigm CVPR 2026 XiaoM at SemEval-2026 Task 7: A Qwen-based System for Accurate Retrieval of Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing SemEval 2026 ZipLLM: Efficient LLM Storage via Model-Aware Synergistic Data Deduplication and Compression NSDI 2026 ZoomR: Memory Efficient Reasoning through Multi-Granularity Key Value Retrieval ACL 2026 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025 500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025 AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025 AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025 Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025 ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025 ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models AAAI 2025 A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025 AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025