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304 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. Effective Multi-Task Learning for Biomedical Named Entity Recognition — 2025 · Proceedings of the 24th Workshop on Biomedical Language Processing
  2. High-Accuracy Transition-Based Constituency Parsing — 2025 · Proceedings of the 18th International Conference on Parsing Technologies (IWPT, SyntaxFest 2025)
  3. Investigating Psychometric Predictive Power of Syntactic Attention — 2025 · Proceedings of the 29th Conference on Computational Natural Language Learning
  4. Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers)
  5. Step-by-step Instructions and a Simple Tabular Output Format Improve the Dependency Parsing Accuracy of LLMs — our card · 2025 · Proceedings of the 18th International Conference on Parsing Technologies (IWPT, SyntaxFest 2025)
  6. Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  7. Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  8. ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time — 2023 · arXiv:2305.10611
  9. How Much Syntactic Supervision is ``Good Enough''? — 2023 · Findings of the Association for Computational Linguistics: EACL 2023
  10. Pushing the Limits of ChatGPT on NLP Tasks — 2023 · arXiv:2306.09719
  11. Recurrent Neural Network CCG Parser — 2023 · Proceedings of the 4th Natural Logic Meets Machine Learning Workshop
  12. Recurrent Neural Network CCG構文解析器の実装 — 2023 · 言語処理学会 第29回年次大会 発表論文集 (NLP2023)
  13. SpEL: Structured Prediction for Entity Linking — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  14. Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
  15. Transformers as Graph-to-Graph Models — 2023 · Proceedings of the Big Picture Workshop
  16. A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
  17. ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer — 2022 · arXiv:2207.00785
  18. Composition, Attention, or Both? — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
  19. Dependency Parsing as MRC-based Span-Span Prediction — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  20. Hitachi at SemEval-2022 Task 10: Comparing Graph- and Seq2Seq-based Models Highlights Difficulty in Structured Sentiment Analysis — 2022 · Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
  21. Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
  22. Nucleus Composition in Transition-based Dependency Parsing — our card · 2022
  23. Scene Graph Modification as Incremental Structure Expanding — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
  24. Sentence-Incremental Neural Coreference Resolution — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
  25. A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  26. A Unified Encoding of Structures in Transition Systems — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  27. Applying Occam''s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn''t, and What is Really Necessary — our card · 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
  28. Effective Batching for Recurrent Neural Network Grammars — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
  29. End-to-End Argument Mining as Biaffine Dependency Parsing — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
  30. Few-Shot Semantic Parsing for New Predicates — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
  31. Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  32. Multilingual Dependency Parsing for Low-Resource African Languages: Case Studies on Bambara, Wolof, and Yoruba — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
  33. Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement — our card · 2021
  34. S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging — 2021 · Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)
  35. SoDA: On-device Conversational Slot Extraction — 2021 · Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue
  36. Structural Realization with GGNNs — 2021 · Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15)
  37. Structured Prediction as Translation between Augmented Natural Languages — 2021 · arXiv:2101.05779 · International Conference on Learning Representations (ICLR) 2021
  38. Surprisal Estimators for Human Reading Times Need Character Models — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  39. Syntactic Nuclei in Dependency Parsing – A Multilingual Exploration — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
  40. The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
  41. Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction — our card · 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  42. 融合多粒度特征的低资源语言词性标记和依存分析联合模型(A Joint Model with Multi-Granularity Features of Low-resource Language POS Tagging and Dependency Parsing) — 2021 · Proceedings of the 20th Chinese National Conference on Computational Linguistics
  43. A Joint Deep Contextualized Word Representation for Deep Biaffine Dependency Parsing — 2020 · Proceedings of the 7th International Workshop on Vietnamese Language and Speech Processing
  44. A New Resource for German Causal Language — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  45. An Effective Transition-based Model for Discontinuous NER — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  46. Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  47. Comparing Neural Network Parsers for a Less-resourced and Morphologically-rich Language: Amharic Dependency Parser — our card · 2020 · Proceedings of the first workshop on Resources for African Indigenous Languages
  48. Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner''s Perspective — 2020 · Proceedings of the Fourth Workshop on Structured Prediction for NLP
  49. Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  50. Facilitating Corpus Usage: Making Icelandic Corpora More Accessible for Researchers and Language Users — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  51. Fact-based Text Editing — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  52. Graph-to-Graph Transformer for Transition-based Dependency Parsing — our card · 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  53. HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser — 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing
  54. Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
  55. LSTMs Compose–-and Learn–-Bottom-Up — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  56. Max-Margin Incremental CCG Parsing — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  57. Parsing as Tagging — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  58. RP-DNN: A Tweet Level Propagation Context Based Deep Neural Networks for Early Rumor Detection in Social Media — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  59. Semi-supervised Autoencoding Projective Dependency Parsing — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  60. Semi-supervised Parsing with a Variational Autoencoding Parser — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
  61. The Unstoppable Rise of Computational Linguistics in Deep Learning — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  62. Training a Swedish Constituency Parser on Six Incompatible Treebanks — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  63. Transition-based Parsing with Stack-Transformers — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  64. Transition-based Semantic Dependency Parsing with Pointer Networks — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  65. What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? — 2020 · Computational Linguistics
  66. 半监督跨领域语义依存分析技术研究(Semi-supervised Domain Adaptation for Semantic Dependency Parsing) — 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics
  67. A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  68. A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  69. A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  70. AMR-to-Text Generation with Cache Transition Systems — 2019 · arXiv:1912.01682
  71. An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  72. An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  73. Broad-Coverage Semantic Parsing as Transduction — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  74. CCG Parsing Algorithm with Incremental Tree Rotation — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  75. Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  76. Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  77. Graph-based Dependency Parsing with Graph Neural Networks — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  78. HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding — 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning
  79. Hierarchical Pointer Net Parsing — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  80. How to Use Gazetteers for Entity Recognition with Neural Models — 2019 · Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)
  81. How to embed noncrossing trees in Universal Dependencies treebanks in a low-complexity regular language — 2019 · Journal of Language Modelling
  82. Improving Neural Machine Translation with Neural Syntactic Distance — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  83. Incorporating Emoji Descriptions Improves Tweet Classification — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  84. Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs — 2019 · arXiv:1907.09361
  85. Language Modeling with Shared Grammar — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  86. Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  87. Learning an Executable Neural Semantic Parser — 2019 · Computational Linguistics
  88. Left-to-Right Dependency Parsing with Pointer Networks — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  89. Neural Chinese Address Parsing — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  90. Neural Generative Rhetorical Structure Parsing — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  91. Recursive LSTM Tree Representation for Arc-Standard Transition-Based Dependency Parsing — our card · 2019 · Proceedings of the Third Workshop on Universal Dependencies (UDW, SyntaxFest 2019)
  92. Recursive Subtree Composition in LSTM-Based Dependency Parsing — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  93. Reliability-aware Dynamic Feature Composition for Name Tagging — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  94. Representation Learning and Dynamic Programming for Arc-Hybrid Parsing — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
  95. Representation and parsing of multiword expressions: Current trends — 2019 · edited-volume
  96. Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  97. Scalable Syntax-Aware Language Models Using Knowledge Distillation — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  98. Semi-Supervised Semantic Role Labeling with Cross-View Training — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  99. Semi-supervised Domain Adaptation for Dependency Parsing — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  100. Text Genre and Training Data Size in Human-like Parsing — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

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