Sequence Labeling

CCNU at SemEval-2026 Task 10: Conspiracy Marker Extraction and Detection via Multi-task Learning and LLM-based Data Augmentation SemEval 2026 CredenceAI at SemEval-2026 Task 10: A Span-Consistency Network with Cross-Marker Attention for Conspiracy Marker Extraction SemEval 2026 Adapting Whisper for Streaming Speech Recognition via Two-Pass Decoding Interspeech 2025 Delayed-KD: Delayed Knowledge Distillation based CTC for Low-Latency Streaming ASR Interspeech 2025 Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD SemEval 2025 SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 WhisperMSS: A Two-Stage Framework for Mandarin Singing Transcription and Segmentation Using Pretrained Models Interspeech 2025 Two Issues with Chinese Spelling Correction and A Refinement Solution ACL 2024 A Boundary Offset Prediction Network for Named Entity Recognition EMNLP 2023 A Unified One-Step Solution for Aspect Sentiment Quad Prediction ACL 2023 CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER SemEval 2023 ELYADATA at WojoodNER Shared Task: Data and Model-centric Approaches for Arabic Flat and Nested NER EMNLP 2023 Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023 STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction AAAI 2023 WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task EMNLP 2023 Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction EMNLP 2022 Biomedical NER using Novel Schema and Distant Supervision ACL 2022 Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition ICLR 2021 LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization EMNLP 2021 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020 An Effective Transition-based Model for Discontinuous NER ACL 2020 An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks EMNLP 2020 A Two-Step Approach for Implicit Event Argument Detection ACL 2020 Augmented Natural Language for Generative Sequence Labeling EMNLP 2020 Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition AAAI 2020