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Sequence Labeling

136 directly classified papers

Papers per year

Papers

Small Language Model Makes an Effective Long Text Extractor AAAI 2025
Regular-pattern-sensitive CRFs for Distant Label Interactions ACL 2025
A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish ACL 2025
Spatial relation marking across languages: extraction, evaluation, analysis ACL 2025
An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ACL 2025
Neural Morphological Tagging for Nguni Languages ACL 2025
Evaluating Sequence Labeling on the basis of Information Theory ACL 2025
One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025
MaskLID: Code-Switching Language Identification through Iterative Masking ACL 2024
Dependency Graph Parsing as Sequence Labeling EMNLP 2024
Automatic sentence segmentation of clinical record narratives in real-world data EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
Two Issues with Chinese Spelling Correction and A Refinement Solution ACL 2024
Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
Disentangled Phonetic Representation for Chinese Spelling Correction ACL 2023
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction AAAI 2023
Comparing and combining some popular NER approaches on Biomedical tasks ACL 2023
YNU-HPCC at SemEval-2023 Task 6: LEGAL-BERT Based Hierarchical BiLSTM with CRF for Rhetorical Roles Prediction ACL 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER SEMEVAL 2023
UO-LouTAL at SemEval-2023 Task 6: Lightweight Systems for Legal Processing SEMEVAL 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ACL 2023
FII_Better at SemEval-2023 Task 2: MultiCoNER II Multilingual Complex Named Entity Recognition ACL 2023
YNUNLP at SemEval-2023 Task 2: The Pseudo Twin Tower Pre-training Model for Chinese Named Entity Recognition SEMEVAL 2023