Who cites «Deep Semantic Role Labeling: What Works and What's Next»
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- Superframes: A Schema for Lexicon-free Frame-semantic Annotation — 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026
- A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models — 2025 · arXiv:2502.08660
- Semantic Bridge: Universal Multi-Hop Question Generation via AMR-Driven Graph Synthesis — 2025 · arXiv:2508.10013
- A Survey of Meaning Representations – From Theory to Practical Utility — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- Efficient Encoders for Streaming Sequence Tagging — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- Making Presentation Math Computable: A Context-Sensitive Approach for Translating LaTeX to Computer Algebra Systems — 2023 · monograph
- Pushing the Limits of ChatGPT on NLP Tasks — 2023 · arXiv:2306.09719
- Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling — 2023 · Proceedings of the 8th Workshop on Representation Learning for NLP (RepL4NLP 2023)
- Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- A Structured Span Selector — 2022 · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Aligning Images and Text with Semantic Role Labels for Fine-Grained Cross-Modal Understanding — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- An MRC Framework for Semantic Role Labeling — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- Autoregressive Structured Prediction with Language Models — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
- CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
- Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- Syntax-driven Approach for Semantic Role Labeling — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Comparing Span Extraction Methods for Semantic Role Labeling — 2021 · Proceedings of the 5th Workshop on Structured Prediction for NLP (SPNLP 2021)
- Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing — 2021 · arXiv:2112.02970
- Finding a Balanced Degree of Automation for Summary Evaluation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Implicit Sentiment Analysis with Event-centered Text Representation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Inducing Semantic Roles Without Syntax — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
- MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Multiplex Graph Neural Network for Extractive Text Summarization — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Predicate Representations and Polysemy in VerbNet Semantic Parsing — 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)
- Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Syntax Role for Neural Semantic Role Labeling — 2021 · Computational Linguistics
- Tuning Deep Active Learning for Semantic Role Labeling — 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)
- Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- WhyAct: Identifying Action Reasons in Lifestyle Vlogs — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- A Two-Step Approach for Implicit Event Argument Detection — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Alignment-free Cross-lingual Semantic Role Labeling — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Annotating Perspectives on Vaccination — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- Asking without Telling: Exploring Latent Ontologies in Contextual Representations — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Content Planning for Neural Story Generation with Aristotelian Rescoring — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Distinguishing Between Foreground and Background Events in News — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Fact-based Content Weighting for Evaluating Abstractive Summarisation — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Fine-grained Morphosyntactic Analysis and Generation Tools for More Than One Thousand Languages — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- FrameNet Annotations Alignment using Attention-based Machine Translation — 2020 · Proceedings of the International FrameNet Workshop 2020: Towards a Global, Multilingual FrameNet
- Generalizing Natural Language Analysis through Span-relation Representations — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- High-order Semantic Role Labeling — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
- Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Joint Modeling of Arguments for Event Understanding — 2020 · Proceedings of the First Workshop on Computational Approaches to Discourse
- Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference — 2020 · Proceedings of the 5th Workshop on Representation Learning for NLP
- Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases — 2020 · arXiv:2009.11564 (Foundations and Trends in Databases, 2021)
- Parsing All: Syntax and Semantics, Dependencies and Spans — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- QuASE: Question-Answer Driven Sentence Encoding — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Resource-Enhanced Neural Model for Event Argument Extraction — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- SRLGRN: Semantic Role Labeling Graph Reasoning Network — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Semantic Role Labeling as Syntactic Dependency Parsing — our card · 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Semantic Role Labeling with Heterogeneous Syntactic Knowledge — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Small but Mighty: New Benchmarks for Split and Rephrase — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Structured Tuning for Semantic Role Labeling — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- A Closer Look at Data Bias in Neural Extractive Summarization Models — 2019 · Proceedings of the 2nd Workshop on New Frontiers in Summarization
- A General-Purpose Algorithm for Constrained Sequential Inference — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
- A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling — 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)
- An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling — 2019 · Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)
- Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles — 2019 · Proceedings of the 13th International Conference on Computational Semantics - Long Papers
- DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs — 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)
- Detecting Subevents using Discourse and Narrative Features — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension — 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)
- Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling — 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)
- Errudite: Scalable, Reproducible, and Testable Error Analysis — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- How to Best Use Syntax in Semantic Role Labelling — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- How to Use Gazetteers for Entity Recognition with Neural Models — 2019 · Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)
- Improving Open Information Extraction via Iterative Rank-Aware Learning — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Joint Detection and Location of English Puns — 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)
- LAMOL: LAnguage MOdeling for Lifelong Language Learning — 2019 · arXiv:1909.03329
- Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Low-Resource Parsing with Crosslingual Contextualized Representations — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
- MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging — 2019 · Proceedings of the 13th International Workshop on Semantic Evaluation
- Multi-Task Learning for Japanese Predicate Argument Structure Analysis — 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)
- Polyglot Contextual Representations Improve Crosslingual Transfer — 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)
- Robust Semantic Parsing with Adversarial Learning for Domain Generalization — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Industry Papers)
- Semantic Role Labeling with Associated Memory Network — 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)
- Semantic Role Labeling with Iterative Structure Refinement — 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)
- Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates — 2019 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)
- 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)
- Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Simple BERT Models for Relation Extraction and Semantic Role Labeling — 2019 · arXiv:1904.05255
- Syntax-aware Neural Semantic Role Labeling with Supertags — 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)
- Syntax-aware Semantic Role Labeling without Parsing — 2019 · Transactions of the Association for Computational Linguistics
- TWEETQA: A Social Media Focused Question Answering Dataset — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role Labeling — 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)
- VerbNet Representations: Subevent Semantics for Transfer Verbs — our card · 2019 · Proceedings of the First International Workshop on Designing Meaning Representations
- A Deep Dive into Word Sense Disambiguation with LSTM — 2018 · Proceedings of the 27th International Conference on Computational Linguistics
- A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? — 2018 · Proceedings of the 27th International Conference on Computational Linguistics
- A Sequence-to-Sequence Model for Semantic Role Labeling — 2018 · Proceedings of the Third Workshop on Representation Learning for NLP
- A Unified Syntax-aware Framework for Semantic Role Labeling — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
- AllenNLP: A Deep Semantic Natural Language Processing Platform — 2018 · arXiv:1803.07640
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