span representation

Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026 SRA: Span Representation Alignment for Large Language Model Distillation ACL 2026 An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024 Augmenting Transformers with Recursively Composed Multi-grained Representations ICLR 2024 DiFiNet: Boundary-Aware Semantic Differentiation and Filtration Network for Nested Named Entity Recognition ACL 2024 SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER AAAI 2024 Z-coref: Thai Coreference and Zero Pronoun Resolution ACL 2024 Bidirectional Masked Self-attention and N-gram Span Attention for Constituency Parsing EMNLP 2023 Deep Span Representations for Named Entity Recognition ACL 2023 Improving Span Representation by Efficient Span-Level Attention EMNLP 2023 A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision NAACL 2022 Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing COLING 2022 Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 Named Entity Recognition as Structured Span Prediction EMNLP 2022 Nested Named Entity Recognition with Span-level Graphs ACL 2022 Packed Levitated Marker for Entity and Relation Extraction ACL 2022 Position-aware Joint Entity and Relation Extraction with Attention Mechanism IJCAI 2022 SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER COLING 2022 Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders COLING 2022 Coreference Resolution without Span Representations ACL 2021 End-to-end Biomedical Entity Linking with Span-based Dictionary Matching NAACL 2021 Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions EMNLP 2021 Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021 HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition EMNLP 2021