Large Language Models

XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless Absurdity SemEval 2026 XToM: Exploring the Multilingual Theory of Mind for Large Language Models ACL 2026 XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration ACL 2026 YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic Reasoning SemEval 2026 YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual Tasks SemEval 2026 YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification SemEval 2026 YNU-NLP at SemEval-2026 Task 11: A Neuro-Symbolic Approach with Reflexion Mechanism Disentangling Content and Formal Reasoning in Language Models SemEval 2026 Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models ACL 2026 Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience ACL 2026 Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning ACL 2026 ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents ACL 2026 Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity ACL 2026 Zero-shot Large Language Models for Automatic Readability Assessment ACL 2026 ZINA: Multimodal Fine-grained Hallucination Detection and Editing CVPR 2026 ZipLLM: Efficient LLM Storage via Model-Aware Synergistic Data Deduplication and Compression NSDI 2026 f-PO: Generalizing Preference Optimization with f-divergence Minimization AISTATS 2025 VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025 $\mathrmμ$nit Scaling: Simple and Scalable FP8 LLM Training ICML 2025 $δ$-STEAL: LLM Stealing Attack with Local Differential Privacy ACML 2025 1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models EMNLP 2025 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision NAACL 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 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025