Who cites «Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling»
- A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models — 2025 · arXiv:2502.08660
- Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning — 2025 · Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025)
- 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)
- Compositional Data Augmentation for Abstractive Conversation Summarization — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities — our card · 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Joint End-to-end Semantic Proto-role Labeling — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention — 2023 · arXiv:2303.16199
- 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)
- Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- An MRC Framework for Semantic Role Labeling — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- DeepStruct: Pretraining of Language Models for Structure Prediction — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
- GLM-130B: An Open Bilingual Pre-trained Model — 2022 · arXiv:2210.02414
- P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- PropBank Comes of Age–-Larger, Smarter, and more Diverse — our card · 2022 · Proceedings of the 11th Joint Conference on Lexical and Computational Semantics
- Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures — 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
- Zero-shot Cross-lingual Conversational Semantic Role Labeling — 2022 · Findings of the Association for Computational Linguistics: NAACL 2022
- Comparing Span Extraction Methods for Semantic Role Labeling — 2021 · Proceedings of the 5th Workshop on Structured Prediction for NLP (SPNLP 2021)
- Do Syntax Trees Help Pre-trained Transformers Extract Information? — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
- Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions — 2021 · Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference
- Finding a Balanced Degree of Automation for Summary Evaluation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
- On the evolution of syntactic information encoded by BERT's contextualized representations — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
- P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks — 2021 · arXiv:2110.07602
- Predicate Representations and Polysemy in VerbNet Semantic Parsing — 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)
- Sister Help: Data Augmentation for Frame-Semantic Role Labeling — 2021 · Proceedings of the Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop
- Structured Prediction as Translation between Augmented Natural Languages — 2021 · arXiv:2101.05779 · International Conference on Learning Representations (ICLR) 2021
- Syntax Role for Neural Semantic Role Labeling — 2021 · Computational Linguistics
- UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling — 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
- Alignment-free Cross-lingual Semantic Role Labeling — 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
- ConjNLI: Natural Language Inference Over Conjunctive Sentences — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- 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)
- LIMIT-BERT : Linguistics Informed Multi-Task BERT — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- OpenUE: An Open Toolkit of Universal Extraction from Text — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
- Parsing All: Syntax and Semantics, Dependencies and Spans — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Predicting the Focus of Negation: Model and Error Analysis — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Semantic Role Labeling Guided Multi-turn Dialogue ReWriter — 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
- Sentence Matching with Syntax- and Semantics-Aware BERT — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Structured Tuning for Semantic Role Labeling — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- 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)
- How to Best Use Syntax in Semantic Role Labelling — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Partial Or Complete, That's The Question — 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 Pretrained Language Models for Known and Unknown Predicates — 2019 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)
- Syntax-aware Semantic Role Labeling without Parsing — 2019 · Transactions 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)
- VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling — our card · 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)
- A Sequence-to-Sequence Model for Semantic Role Labeling — 2018 · Proceedings of the Third Workshop on Representation Learning for NLP
- A Span Selection Model for Semantic Role Labeling — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
- Coarse Lexical Frame Acquisition at the Syntax–Semantics Interface Using a Latent-Variable PCFG Model — 2018 · Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics
- DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
- Iterative Document Representation Learning Towards Summarization with Polishing — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
- Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Learning distributed event representations with a multi-task approach — 2018 · Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics
- Linguistically-Informed Self-Attention for Semantic Role Labeling — 2018 · arXiv:1804.08199
- Predicting the Argumenthood of English Prepositional Phrases — 2018 · arXiv:1809.07889
- SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
- The New Propbank: Aligning Propbank with AMR through POS Unification — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
- A Consolidated Open Knowledge Representation for Multiple Texts — 2017 · Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics
- A Joint Sequential and Relational Model for Frame-Semantic Parsing — 2017 · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
- An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling — 2017 · Proceedings of the 12th International Conference on Computational Semantics (IWCS) –- Short papers
- Deep Semantic Role Labeling: What Works and What''s Next — our card · 2017 · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis — 2017 · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Out-of-domain FrameNet Semantic Role Labeling — our card · 2017 · Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers
- Accurate Deep Syntactic Parsing of Graphs: The Case of French — 2016 · Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)
- Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs — 2016 · Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning
- Combining Seemingly Incompatible Corpora for Implicit Semantic Role Labeling — 2015 · Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics
- Dependency-Based Semantic Role Labeling using Convolutional Neural Networks — 2015 · Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics
- Efficient Inference and Structured Learning for Semantic Role Labeling — 2015 · Transactions of the Association for Computational Linguistics
- End-to-end learning of semantic role labeling using recurrent neural networks — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- KeLP: a Kernel-based Learning Platform for Natural Language Processing — 2015 · Proceedings of ACL-IJCNLP 2015 System Demonstrations
- Semantic Role Labeling with Neural Network Factors — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Statistical Parsing by Machine Learning from a Classical Arabic Treebank — our card · 2015 · arXiv:1510.07193
- Structural Representations for Learning Relations between Pairs of Texts — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Cross-lingual Model Transfer Using Feature Representation Projection — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Frame-Semantic Parsing — 2014
- Incremental Semantic Role Labeling with Tree Adjoining Grammar — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Leveraging Verb-Argument Structures to Infer Semantic Relations — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Predicate-Argument Structure Analysis with Zero-Anaphora Resolution for Dialogue Systems — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Semantic Frame Identification with Distributed Word Representations — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction — 2013 · Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
- Generating Natural Language Questions to Support Learning On-Line — 2013 · Proceedings of the 14th European Workshop on Natural Language Generation
- ImpAr: A Deterministic Algorithm for Implicit Semantic Role Labelling — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Multilingual Joint Parsing of Syntactic and Semantic Dependencies with a Latent Variable Model — 2013 · Computational Linguistics
- Selectional Preferences for Semantic Role Classification — 2013 · Computational Linguistics
- Towards Robust Linguistic Analysis using OntoNotes — 2013 · Proceedings of the Seventeenth Conference on Computational Natural Language Learning
- Wordnet-Based Cross-Language Identification of Semantic Relations — 2013 · Proceedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing
- A Bayesian Approach to Unsupervised Semantic Role Induction — 2012 · Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
- A Pilot PropBank Annotation for Quranic Arabic — 2012 · Proceedings of the NAACL-HLT 2012 Workshop on Computational Linguistics for Literature
- A PropBank for Portuguese: the CINTIL-PropBank — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Polaris: Lymba''s Semantic Parser — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Semantic Role Labeling of Implicit Arguments for Nominal Predicates — 2012 · Computational Linguistics
- Semi-Supervised Semantic Role Labeling: Approaching from an Unsupervised Perspective — 2012 · Proceedings of COLING 2012
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