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# Who cites «Universal Conceptual Cognitive Annotation (UCCA)»

162 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. [← the card](https://md.mova.elamur.ai/free/en/docs/papers/abend-2013-universal-conceptual-cognitive-annotation-ucca/)

Pages: **1** · [2](https://md.mova.elamur.ai/free/en/docs/papers/cited-by/abend-2013-universal-conceptual-cognitive-annotation-ucca-2/)

1. [Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing](https://aclanthology.org/2026.acl-long.1129/) *— 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)*
2. [SETUP: Sentence-level English-To-Uniform Meaning Representation Parser](https://aclanthology.org/2026.lrec-1.762/) *— 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference*
3. [Towards Linguistically-informed Representations for English as a Second or Foreign Language: Review, Construction and Application](https://arxiv.org/abs/2604.09008) *— 2026 · arXiv:2604.09008*
4. [Word Alignment-Based Evaluation of Uniform Meaning Representations](https://md.mova.elamur.ai/free/en/docs/papers/zeman-2026-word-alignment-based-evaluation-uniform/) *— our card · 2026 · arXiv:2603.26401*
5. [ASQ: Automatically Generating Question-Answer Pairs Using AMRs](https://aclanthology.org/2025.ranlp-1.115/) *— 2025 · Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era*
6. [Compositionality and Sentence Meaning: Comparing Semantic Parsing and Transformers on a Challenging Sentence Similarity Dataset](https://aclanthology.org/2025.cl-1.5/) *— 2025 · Computational Linguistics*
7. [A Survey of Meaning Representations – From Theory to Practical Utility](https://aclanthology.org/2024.naacl-long.159/) *— 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)*
8. [Can Abstract Meaning Representation Facilitate Fair Legal Judgement Predictions?](https://aclanthology.org/2024.insights-1.13/) *— 2024 · Proceedings of the Fifth Workshop on Insights from Negative Results in NLP*
9. [CoBaLD Annotation: The Enrichment of the Enhanced Universal Dependencies with the Semantical Pattern](https://aclanthology.org/2024.lrec-main.304/) *— 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)*
10. [Fine-grained Classification of Circumstantial Meanings within the Prague Dependency Treebank Annotation Scheme](https://aclanthology.org/2024.lrec-main.643/) *— 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)*
11. [GLAMR: Augmenting AMR with GL-VerbNet Event Structure](https://aclanthology.org/2024.lrec-main.685/) *— 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)*
12. [Word alignment in Discourse Representation Structure parsing](https://aclanthology.org/2024.konvens-main.5/) *— 2024 · Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024)*
13. [YARN is All You Knit: Encoding Multiple Semantic Phenomena with Layers](https://aclanthology.org/2024.dmr-1.8/) *— 2024 · Proceedings of the Fifth International Workshop on Designing Meaning Representations @ LREC-COLING 2024*
14. [An Overview Of Temporal Commonsense Reasoning and Acquisition](https://arxiv.org/abs/2308.00002) *— 2023 · arXiv:2308.00002*
15. [Analyse sémantique AMR pour le français par transfert translingue](https://aclanthology.org/2023.jeptalnrecital-short.6/) *— 2023 · Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 2 : travaux de recherche originaux – articles courts*
16. [Bridging Semantic Frameworks: mapping DRS onto AMR](https://md.mova.elamur.ai/free/en/docs/papers/pavlova-2023-bridging-semantic-frameworks-mapping-drs/) *— our card · 2023 · Proceedings of the 15th International Conference on Computational Semantics*
17. [CAMRA: Copilot for AMR Annotation](https://aclanthology.org/2023.emnlp-demo.35/) *— 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations*
18. [Grammatical Error Correction: A Survey of the State of the Art](https://aclanthology.org/2023.cl-3.4/) *— 2023*
19. [Incorporating Graph Information in Transformer-based AMR Parsing](https://aclanthology.org/2023.findings-acl.125/) *— 2023 · Findings of the Association for Computational Linguistics: ACL 2023*
20. [QA-Adj: Adding Adjectives to QA-based Semantics](https://aclanthology.org/2023.dmr-1.8/) *— 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations*
21. [Structural and Global Features for Comparing Semantic Representation Formalisms](https://aclanthology.org/2023.dmr-1.1/) *— 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations*
22. [The argument–adjunct distinction in BERT: A FrameNet-based investigation](https://aclanthology.org/2023.iwcs-1.23/) *— 2023 · Proceedings of the 15th International Conference on Computational Semantics*
23. [Widely Interpretable Semantic Representation: Frameless Meaning Representation for Broader Applicability](https://arxiv.org/abs/2309.06460) *— 2023 · arXiv:2309.06460*
24. [An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks](https://aclanthology.org/2022.emnlp-main.684/) *— 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing*
25. [Cross-domain Generalization for AMR Parsing](https://aclanthology.org/2022.emnlp-main.749/) *— 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing*
26. [Decomposing and Recomposing Event Structure](https://aclanthology.org/2022.tacl-1.2/) *— 2022 · Transactions of the Association for Computational Linguistics*
27. [Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation](https://aclanthology.org/2022.acl-long.121/) *— 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)*
28. [Graph Querying for Semantic Annotations](https://aclanthology.org/2022.isa-1.13/) *— 2022 · Proceedings of the 18th Joint ACL - ISO Workshop on Interoperable Semantic Annotation within LREC2022*
29. [How much of UCCA can be predicted from AMR?](https://aclanthology.org/2022.isa-1.15/) *— 2022 · Proceedings of the 18th Joint ACL - ISO Workshop on Interoperable Semantic Annotation within LREC2022*
30. [Meaning Representations for Natural Languages: Design, Models and Applications](https://aclanthology.org/2022.emnlp-tutorials.1/) *— 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts*
31. [Multilingual Abstract Meaning Representation for Celtic Languages](https://aclanthology.org/2022.cltw-1.1/) *— 2022 · Proceedings of the 4th Celtic Language Technology Workshop within LREC2022*
32. [Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification](https://aclanthology.org/2022.emnlp-main.314/) *— 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing*
33. [On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations](https://aclanthology.org/2022.findings-naacl.168/) *— 2022 · Findings of the Association for Computational Linguistics: NAACL 2022*
34. [QASem Parsing: Text-to-text Modeling of QA-based Semantics](https://aclanthology.org/2022.emnlp-main.528/) *— 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing*
35. [Semantics-aware Attention Improves Neural Machine Translation](https://aclanthology.org/2022.starsem-1.3/) *— 2022 · Proceedings of the 11th Joint Conference on Lexical and Computational Semantics*
36. [Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty](https://aclanthology.org/2022.findings-acl.328/) *— 2022 · Findings of the Association for Computational Linguistics: ACL 2022*
37. [A Corpus Study of Creating Rule-Based Enhanced Universal Dependencies for German](https://aclanthology.org/2021.law-1.9/) *— 2021 · Proceedings of the Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop*
38. [Bird''s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach](https://aclanthology.org/2021.acl-long.145/) *— 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. [Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing](https://aclanthology.org/2021.cl-1.3/) *— 2021 · Computational Linguistics*
40. [Context-Preserving Text Simplification](https://arxiv.org/abs/2105.11178) *— 2021 · arXiv:2105.11178*
41. [Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech](https://md.mova.elamur.ai/free/en/docs/papers/langstream-2021-szubert-cross-linguistically-consistent-semantic-syntactic/) *— our card · 2021*
42. [Great Service! Fine-grained Parsing of Implicit Arguments](https://aclanthology.org/2021.iwpt-1.7/) *— 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)*
43. [Inducing Semantic Roles Without Syntax](https://aclanthology.org/2021.findings-acl.389/) *— 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021*
44. [Infusing Finetuning with Semantic Dependencies](https://aclanthology.org/2021.tacl-1.14/) *— 2021 · Transactions of the Association for Computational Linguistics*
45. [Joint Universal Syntactic and Semantic Parsing](https://aclanthology.org/2021.tacl-1.46/) *— 2021*
46. [Meaning Representation of Numeric Fused-Heads in UCCA](https://arxiv.org/abs/2106.07364) *— 2021 · arXiv:2106.07364*
47. [On the Relation between Syntactic Divergence and Zero-Shot Performance](https://aclanthology.org/2021.emnlp-main.394/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
48. [One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets](https://aclanthology.org/2021.starsem-1.16/) *— 2021 · Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics*
49. [Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey](https://arxiv.org/abs/2111.01243) *— 2021 · arXiv:2111.01243*
50. [SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation](https://aclanthology.org/2021.naacl-main.30/) *— 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies*
51. [Ten Years of BabelNet: A Survey](https://www.ijcai.org/proceedings/2021/620) *— 2021 · IJCAI-21*
52. [The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification](https://aclanthology.org/2021.cl-4.28/) *— 2021 · Computational Linguistics*
53. [Universal Discourse Representation Structure Parsing](https://aclanthology.org/2021.cl-2.15/) *— 2021 · Computational Linguistics*
54. [Break It Down: A Question Understanding Benchmark](https://aclanthology.org/2020.tacl-1.13/) *— 2020 · Transactions of the Association for Computational Linguistics*
55. [Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT](https://aclanthology.org/2020.emnlp-main.371/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
56. [Classifying Syntactic Errors in Learner Language](https://md.mova.elamur.ai/free/en/docs/papers/choshen-2020-classifying-syntactic-errors-learner-language/) *— our card · 2020 · Proceedings of the 24th Conference on Computational Natural Language Learning*
57. [Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics](https://md.mova.elamur.ai/free/en/docs/papers/hershcovich-2020-comparison-conversion-reverse-engineering-ucca/) *— our card · 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
58. [Controlled Crowdsourcing for High-Quality QA-SRL Annotation](https://md.mova.elamur.ai/free/en/docs/papers/roit-2020-controlled-crowdsourcing-high-quality-qa/) *— our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
59. [Cross-lingual Semantic Representation for NLP with UCCA](https://md.mova.elamur.ai/free/en/docs/papers/abend-2020-cross-lingual-semantic-representation-nlp/) *— our card · 2020 · Proceedings of the 28th International Conference on Computational Linguistics: Tutorial Abstracts*
60. [Data-Driven Sentence Simplification: Survey and Benchmark](https://aclanthology.org/2020.cl-1.4/) *— 2020 · Computational Linguistics*
61. [HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser](https://aclanthology.org/2020.conll-shared.6/) *— 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing*
62. [HUJI-KU at MRP 2020: Two Transition-based Neural Parsers](https://aclanthology.org/2020.conll-shared.7/) *— 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing*
63. [Hitachi at MRP 2020: Text-to-Graph-Notation Transducer](https://aclanthology.org/2020.conll-shared.4/) *— 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing*
64. [Incorporate Semantic Structures into Machine Translation Evaluation via UCCA](https://md.mova.elamur.ai/free/en/docs/papers/xu-2020-incorporate-semantic-structures-into-machine/) *— our card · 2020 · Proceedings of the Fifth Conference on Machine Translation*
65. [JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference](https://aclanthology.org/2020.conll-shared.8/) *— 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing*
66. [KoBE: Knowledge-Based Machine Translation Evaluation](https://md.mova.elamur.ai/free/en/docs/papers/gekhman-2020-kobe-knowledge-based-machine-translation/) *— our card · 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020*
67. [Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding](https://aclanthology.org/2020.iwpt-1.25/) *— 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies*
68. [Refining Implicit Argument Annotation for UCCA](https://aclanthology.org/2020.dmr-1.5/) *— 2020 · Proceedings of the Second International Workshop on Designing Meaning Representations*
69. [SEMA: Text Simplification Evaluation through Semantic Alignment](https://aclanthology.org/2020.nlptea-1.17/) *— 2020 · Proceedings of the 6th Workshop on Natural Language Processing Techniques for Educational Applications*
70. [Semantic Parsing for English as a Second Language](https://aclanthology.org/2020.acl-main.606/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
71. [Semantic Structural Decomposition for Neural Machine Translation](https://aclanthology.org/2020.starsem-1.6/) *— 2020 · Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics*
72. [Semantic-aware Chinese Zero Pronoun Resolution with Pre-trained Semantic Dependency Parser](https://aclanthology.org/2020.ccl-1.77/) *— 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics*
73. [Sentence Meaning Representations Across Languages: What Can We Learn from Existing Frameworks?](https://aclanthology.org/2020.cl-3.3/) *— 2020 · Computational Linguistics*
74. [The Universal Decompositional Semantics Dataset and Decomp Toolkit](https://aclanthology.org/2020.lrec-1.699/) *— 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference*
75. [Transition-based Semantic Dependency Parsing with Pointer Networks](https://aclanthology.org/2020.acl-main.629/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
76. [UCCA''s Foundational Layer: Annotation Guidelines v2.1](https://arxiv.org/abs/2012.15810) *— 2020 · arXiv:2012.15810*
77. [Universal Decompositional Semantic Parsing](https://aclanthology.org/2020.acl-main.746/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
78. [XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques](https://aclanthology.org/2020.emnlp-main.195/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
79. [pyBART: Evidence-based Syntactic Transformations for IE](https://md.mova.elamur.ai/free/en/docs/papers/ud-2020-tiktinsky-pybart-evidence-based-syntactic-transformations/) *— our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations*
80. [ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN](https://aclanthology.org/2020.conll-shared.5/) *— 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing*
81. [A Case Study on Meaning Representation for Vietnamese](https://aclanthology.org/W19-3317/) *— 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*
82. [AMR Parsing as Sequence-to-Graph Transduction](https://aclanthology.org/P19-1009/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
83. [Abstract Meaning Representation for Human-Robot Dialogue](https://aclanthology.org/W19-0124/) *— 2019 · Proceedings of the Society for Computation in Linguistics (SCiL) 2019*
84. [Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring](https://aclanthology.org/K19-2013/) *— 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning*
85. [Augmenting Abstract Meaning Representation for Human-Robot Dialogue](https://aclanthology.org/W19-3322/) *— 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*
86. [Broad-Coverage Semantic Parsing as Transduction](https://aclanthology.org/D19-1392/) *— 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)*
87. [CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action](https://aclanthology.org/K19-2010/) *— 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning*
88. [Content Differences in Syntactic and Semantic Representation](https://aclanthology.org/N19-1047/) *— 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. [Cross-Linguistic Semantic Annotation: Reconciling the Language-Specific and the Universal](https://aclanthology.org/W19-3301/) *— 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*
90. [DANGNT@UIT.VNU-HCM at SemEval 2019 Task 1: Graph Transformation System from Stanford Basic Dependencies to Universal Conceptual Cognitive Annotation (UCCA)](https://aclanthology.org/S19-2013/) *— 2019 · Proceedings of the 13th International Workshop on Semantic Evaluation*
91. [Event Structure Representation: Between Verbs and Argument Structure Constructions](https://aclanthology.org/W19-3311/) *— 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*
92. [Graph-Based Meaning Representations: Design and Processing](https://aclanthology.org/P19-4002/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts*
93. [HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding](https://aclanthology.org/K19-2007/) *— 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning*
94. [HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing](https://aclanthology.org/S19-2002/) *— 2019 · Proceedings of the 13th International Workshop on Semantic Evaluation*
95. [Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing](https://aclanthology.org/K19-2011/) *— 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning*
96. [JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing](https://aclanthology.org/K19-2009/) *— 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning*
97. [Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses](https://aclanthology.org/K19-1017/) *— 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)*
98. [MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging](https://aclanthology.org/S19-2015/) *— 2019 · Proceedings of the 13th International Workshop on Semantic Evaluation*
99. [Practical Semantic Parsing for Spoken Language Understanding](https://aclanthology.org/N19-2003/) *— 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Industry Papers)*
100. [Preparing SNACS for Subjects and Objects](https://aclanthology.org/W19-3316/) *— 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*

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