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# Who cites «Deep Semantic Role Labeling: What Works and What's Next»

169 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/he-2017-deep-semantic-role-labeling-what/)

Pages: **1** · [2](https://md.mova.elamur.ai/free/en/docs/papers/cited-by/he-2017-deep-semantic-role-labeling-what-2/)

1. [Superframes: A Schema for Lexicon-free Frame-semantic Annotation](https://aclanthology.org/2026.dmr-1.11/) *— 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026*
2. [A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models](https://arxiv.org/abs/2502.08660) *— 2025 · arXiv:2502.08660*
3. [Semantic Bridge: Universal Multi-Hop Question Generation via AMR-Driven Graph Synthesis](https://arxiv.org/abs/2508.10013) *— 2025 · arXiv:2508.10013*
4. [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)*
5. [Efficient Encoders for Streaming Sequence Tagging](https://aclanthology.org/2023.eacl-main.31/) *— 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics*
6. [Making Presentation Math Computable: A Context-Sensitive Approach for Translating LaTeX to Computer Algebra Systems](https://link.springer.com/book/10.1007/978-3-658-40473-4) *— 2023 · monograph*
7. [Pushing the Limits of ChatGPT on NLP Tasks](https://arxiv.org/abs/2306.09719) *— 2023 · arXiv:2306.09719*
8. [Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling](https://aclanthology.org/2023.repl4nlp-1.15/) *— 2023 · Proceedings of the 8th Workshop on Representation Learning for NLP (RepL4NLP 2023)*
9. [Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation](https://aclanthology.org/2023.emnlp-main.1018/) *— 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing*
10. [A Structured Span Selector](https://aclanthology.org/2022.naacl-main.189/) *— 2022 · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies*
11. [Aligning Images and Text with Semantic Role Labels for Fine-Grained Cross-Modal Understanding](https://aclanthology.org/2022.lrec-1.528/) *— 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference*
12. [An MRC Framework for Semantic Role Labeling](https://aclanthology.org/2022.coling-1.191/) *— 2022 · Proceedings of the 29th International Conference on Computational Linguistics*
13. [Autoregressive Structured Prediction with Language Models](https://aclanthology.org/2022.findings-emnlp.70/) *— 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022*
14. [CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications](https://aclanthology.org/2022.findings-emnlp.260/) *— 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022*
15. [Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments](https://aclanthology.org/2022.coling-1.370/) *— 2022 · Proceedings of the 29th International Conference on Computational Linguistics*
16. [Syntax-driven Approach for Semantic Role Labeling](https://aclanthology.org/2022.lrec-1.772/) *— 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference*
17. [Comparing Span Extraction Methods for Semantic Role Labeling](https://aclanthology.org/2021.spnlp-1.8/) *— 2021 · Proceedings of the 5th Workshop on Structured Prediction for NLP (SPNLP 2021)*
18. [Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing](https://arxiv.org/abs/2112.02970) *— 2021 · arXiv:2112.02970*
19. [Finding a Balanced Degree of Automation for Summary Evaluation](https://aclanthology.org/2021.emnlp-main.531/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
20. [Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification](https://aclanthology.org/2021.naacl-main.229/) *— 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies*
21. [Implicit Sentiment Analysis with Event-centered Text Representation](https://aclanthology.org/2021.emnlp-main.551/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
22. [Inducing Semantic Roles Without Syntax](https://aclanthology.org/2021.findings-acl.389/) *— 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021*
23. [MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text](https://aclanthology.org/2021.emnlp-main.101/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
24. [Multiplex Graph Neural Network for Extractive Text Summarization](https://aclanthology.org/2021.emnlp-main.11/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
25. [On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling](https://aclanthology.org/2021.emnlp-main.503/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
26. [Predicate Representations and Polysemy in VerbNet Semantic Parsing](https://aclanthology.org/2021.iwcs-1.6/) *— 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)*
27. [Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution](https://aclanthology.org/2021.emnlp-main.308/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
28. [Syntax Role for Neural Semantic Role Labeling](https://aclanthology.org/2021.cl-3.17/) *— 2021 · Computational Linguistics*
29. [Tuning Deep Active Learning for Semantic Role Labeling](https://aclanthology.org/2021.iwcs-1.20/) *— 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)*
30. [Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources](https://aclanthology.org/2021.naacl-main.31/) *— 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies*
31. [WhyAct: Identifying Action Reasons in Lifestyle Vlogs](https://aclanthology.org/2021.emnlp-main.392/) *— 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing*
32. [A Two-Step Approach for Implicit Event Argument Detection](https://aclanthology.org/2020.acl-main.667/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
33. [Alignment-free Cross-lingual Semantic Role Labeling](https://aclanthology.org/2020.emnlp-main.319/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
34. [Annotating Perspectives on Vaccination](https://aclanthology.org/2020.lrec-1.611/) *— 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference*
35. [Asking without Telling: Exploring Latent Ontologies in Contextual Representations](https://aclanthology.org/2020.emnlp-main.552/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
36. [Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach](https://aclanthology.org/2020.coling-main.120/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
37. [Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations](https://aclanthology.org/2020.coling-main.291/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
38. [Content Planning for Neural Story Generation with Aristotelian Rescoring](https://aclanthology.org/2020.emnlp-main.351/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
39. [Distinguishing Between Foreground and Background Events in News](https://aclanthology.org/2020.coling-main.453/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
40. [Fact-based Content Weighting for Evaluating Abstractive Summarisation](https://aclanthology.org/2020.acl-main.455/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
41. [Fine-grained Morphosyntactic Analysis and Generation Tools for More Than One Thousand Languages](https://aclanthology.org/2020.lrec-1.488/) *— 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference*
42. [FrameNet Annotations Alignment using Attention-based Machine Translation](https://aclanthology.org/2020.framenet-1.6/) *— 2020 · Proceedings of the International FrameNet Workshop 2020: Towards a Global, Multilingual FrameNet*
43. [Generalizing Natural Language Analysis through Span-relation Representations](https://aclanthology.org/2020.acl-main.192/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
44. [Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling](https://aclanthology.org/2020.emnlp-main.322/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
45. [High-order Semantic Role Labeling](https://aclanthology.org/2020.findings-emnlp.102/) *— 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020*
46. [InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles](https://aclanthology.org/2020.emnlp-demos.11/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations*
47. [Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods](https://aclanthology.org/2020.coling-main.442/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
48. [Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU](https://aclanthology.org/2020.emnlp-main.26/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
49. [Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection](https://aclanthology.org/2020.coling-main.10/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
50. [Joint Modeling of Arguments for Event Understanding](https://aclanthology.org/2020.codi-1.10/) *— 2020 · Proceedings of the First Workshop on Computational Approaches to Discourse*
51. [Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference](https://aclanthology.org/2020.repl4nlp-1.11/) *— 2020 · Proceedings of the 5th Workshop on Representation Learning for NLP*
52. [Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases](https://arxiv.org/abs/2009.11564) *— 2020 · arXiv:2009.11564 (Foundations and Trends in Databases, 2021)*
53. [Parsing All: Syntax and Semantics, Dependencies and Spans](https://aclanthology.org/2020.findings-emnlp.398/) *— 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020*
54. [QuASE: Question-Answer Driven Sentence Encoding](https://aclanthology.org/2020.acl-main.772/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
55. [Resource-Enhanced Neural Model for Event Argument Extraction](https://aclanthology.org/2020.findings-emnlp.318/) *— 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020*
56. [SRLGRN: Semantic Role Labeling Graph Reasoning Network](https://aclanthology.org/2020.emnlp-main.714/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
57. [Semantic Role Labeling as Syntactic Dependency Parsing](https://md.mova.elamur.ai/free/en/docs/papers/shi-2020-semantic-role-labeling-as-syntactic/) *— our card · 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
58. [Semantic Role Labeling with Heterogeneous Syntactic Knowledge](https://aclanthology.org/2020.coling-main.266/) *— 2020 · Proceedings of the 28th International Conference on Computational Linguistics*
59. [Small but Mighty: New Benchmarks for Split and Rephrase](https://aclanthology.org/2020.emnlp-main.91/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
60. [Structured Tuning for Semantic Role Labeling](https://aclanthology.org/2020.acl-main.744/) *— 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
61. [T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack](https://aclanthology.org/2020.emnlp-main.495/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
62. [WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing](https://aclanthology.org/2020.lrec-1.515/) *— 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference*
63. [X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset](https://aclanthology.org/2020.emnlp-main.321/) *— 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)*
64. [A Closer Look at Data Bias in Neural Extractive Summarization Models](https://aclanthology.org/D19-5410/) *— 2019 · Proceedings of the 2nd Workshop on New Frontiers in Summarization*
65. [A General-Purpose Algorithm for Constrained Sequential Inference](https://aclanthology.org/K19-1045/) *— 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)*
66. [A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling](https://aclanthology.org/D19-1541/) *— 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)*
67. [An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling](https://aclanthology.org/S19-1025/) *— 2019 · Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)*
68. [Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles](https://aclanthology.org/W19-0417/) *— 2019 · Proceedings of the 13th International Conference on Computational Semantics - Long Papers*
69. [DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs](https://md.mova.elamur.ai/free/en/docs/papers/dua-2019-drop-reading-comprehension-benchmark-requiring/) *— our card · 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)*
70. [Detecting Subevents using Discourse and Narrative Features](https://aclanthology.org/P19-1471/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
71. [Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension](https://aclanthology.org/D19-1257/) *— 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)*
72. [Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling](https://aclanthology.org/N19-1066/) *— 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)*
73. [Errudite: Scalable, Reproducible, and Testable Error Analysis](https://aclanthology.org/P19-1073/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
74. [How to Best Use Syntax in Semantic Role Labelling](https://aclanthology.org/P19-1529/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
75. [How to Use Gazetteers for Entity Recognition with Neural Models](https://aclanthology.org/W19-5807/) *— 2019 · Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)*
76. [Improving Open Information Extraction via Iterative Rank-Aware Learning](https://aclanthology.org/P19-1523/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
77. [Joint Detection and Location of English Puns](https://aclanthology.org/N19-1217/) *— 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)*
78. [LAMOL: LAnguage MOdeling for Lifelong Language Learning](https://arxiv.org/abs/1909.03329) *— 2019 · arXiv:1909.03329*
79. [Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages](https://aclanthology.org/P19-1172/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
80. [Low-Resource Parsing with Crosslingual Contextualized Representations](https://aclanthology.org/K19-1029/) *— 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)*
81. [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*
82. [Multi-Task Learning for Japanese Predicate Argument Structure Analysis](https://aclanthology.org/N19-1344/) *— 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. [Polyglot Contextual Representations Improve Crosslingual Transfer](https://aclanthology.org/N19-1392/) *— 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. [Robust Semantic Parsing with Adversarial Learning for Domain Generalization](https://aclanthology.org/N19-2021/) *— 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Industry Papers)*
85. [Semantic Role Labeling with Associated Memory Network](https://aclanthology.org/N19-1340/) *— 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)*
86. [Semantic Role Labeling with Iterative Structure Refinement](https://aclanthology.org/D19-1099/) *— 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. [Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates](https://aclanthology.org/R19-1073/) *— 2019 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)*
88. [Semi-Supervised Semantic Role Labeling with Cross-View Training](https://aclanthology.org/D19-1094/) *— 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)*
89. [Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks](https://aclanthology.org/P19-1511/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
90. [Simple BERT Models for Relation Extraction and Semantic Role Labeling](https://arxiv.org/abs/1904.05255) *— 2019 · arXiv:1904.05255*
91. [Syntax-aware Neural Semantic Role Labeling with Supertags](https://aclanthology.org/N19-1075/) *— 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)*
92. [Syntax-aware Semantic Role Labeling without Parsing](https://aclanthology.org/Q19-1022/) *— 2019 · Transactions of the Association for Computational Linguistics*
93. [TWEETQA: A Social Media Focused Question Answering Dataset](https://aclanthology.org/P19-1496/) *— 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics*
94. [Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role Labeling](https://aclanthology.org/D19-1056/) *— 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)*
95. [VerbNet Representations: Subevent Semantics for Transfer Verbs](https://md.mova.elamur.ai/free/en/docs/papers/brown-2019-verbnet-representations-subevent-semantics-transfer/) *— our card · 2019 · Proceedings of the First International Workshop on Designing Meaning Representations*
96. [A Deep Dive into Word Sense Disambiguation with LSTM](https://aclanthology.org/C18-1030/) *— 2018 · Proceedings of the 27th International Conference on Computational Linguistics*
97. [A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?](https://aclanthology.org/C18-1233/) *— 2018 · Proceedings of the 27th International Conference on Computational Linguistics*
98. [A Sequence-to-Sequence Model for Semantic Role Labeling](https://aclanthology.org/W18-3027/) *— 2018 · Proceedings of the Third Workshop on Representation Learning for NLP*
99. [A Unified Syntax-aware Framework for Semantic Role Labeling](https://aclanthology.org/D18-1262/) *— 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing*
100. [AllenNLP: A Deep Semantic Natural Language Processing Platform](https://arxiv.org/abs/1803.07640) *— 2018 · arXiv:1803.07640*

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