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AI@UMS at SemEval-2026 Task 6: Handling Long Question-Answer Pairs with Sliding Window Models for Clarity and Evasion Analysis SemEval 2026 CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological Essays SemEval 2026 CodeDet-NITS at SemEval-2026 Task 13: AI Code Authorship Detection Beyond Truncation SemEval 2026 ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models AAAI 2026 dangphuduy at SemEval-2026 Task 10: Span-based Conspiracy Marker Extraction and Emotion-Aware Detection via Gated Fusion SemEval 2026 Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data ACL 2026 ICI Innolabs at SemEval-2026 Task 13: Sliding Windows Meet Code Transformers SemEval 2026 Markovian Scale Prediction: A New Era of Visual Autoregressive Generation CVPR 2026 OnlineHMR: Video-based Online World-Grounded Human Mesh Recovery CVPR 2026 ProcessMaker: A Generalized Process Visualization Framework with Adaptive Sequence Steps on Diffusion Transformers CVPR 2026 T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding CVPR 2026 Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026 Diffusion Buffer: Online Diffusion-based Speech Enhancement with Sub-Second Latency Interspeech 2025 Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks ICML 2025 Improving Continual Pre-training Through Seamless Data Packing ACL 2025 Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025 Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025 One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Efficient Speaker Embedding Extraction Using a Twofold Sliding Window Algorithm for Speaker Diarization Interspeech 2024 HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization ACML 2024 Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency COLING 2024 SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window NAACL 2024 Slide-SAM: Medical SAM Meets Sliding Window MIDL 2024 Towards Online Continuous Sign Language Recognition and Translation EMNLP 2024