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- Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- FELIX: Flexible Text Editing Through Tagging and Insertion — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Fast End-to-end Coreference Resolution for Korean — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Fast and Accurate Neural CRF Constituency Parsing — 2020 · IJCAI 2020
- Fast and Accurate Non-Projective Dependency Tree Linearization — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Fine-Grained Analysis of Cross-Linguistic Syntactic Divergences — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles
- From English To Foreign Languages: Transferring Pre-trained Language Models — 2020 · arXiv:2002.07306
- From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- High-order Refining for End-to-end Chinese Semantic Role Labeling — 2020 · Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing
- High-order Semantic Role Labeling — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Hitachi at MRP 2020: Text-to-Graph-Notation Transducer — 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing
- How Much of Enhanced UD Is Contained in UD? — our card · 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- How ``BERTology'' Changed the State-of-the-Art also for Italian NLP — 2020 · Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020)
- IMSurReal Too: IMS in the Surface Realization Shared Task 2020 — 2020 · Proceedings of the Third Workshop on Multilingual Surface Realisation
- Improving Text Understanding via Deep Syntax-Semantics Communication — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era — our card · 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit — 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
- LINSPECTOR: Multilingual Probing Tasks for Word Representations — 2020 · Computational Linguistics
- Les modèles de langue contextuels Camembert pour le français : impact de la taille et de l''hétérogénéité des données d''entrainement (C AMEM BERT Contextual Language Models for French: Impact of Training Data Size and Heterogeneity ) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles
- Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Multilingual Neural RST Discourse Parsing — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Neural Coreference Resolution for Arabic — 2020 · Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference
- Neural Mention Detection — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- Neural Reranking for Dependency Parsing: An Evaluation — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- Online Back-Parsing for AMR-to-Text Generation — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models — 2020 · Transactions of the Association for Computational Linguistics
- Pareto Probing: Trading Off Accuracy for Complexity — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Parsers Know Best: German PP Attachment Revisited — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Parsing All: Syntax and Semantics, Dependencies and Spans — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Parsing as Tagging — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- PhoBERT: Pre-trained language models for Vietnamese — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Please Mind the Root: Decoding Arborescences for Dependency Parsing — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Relational Graph Attention Network for Aspect-based Sentiment Analysis — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Rethinking Self-Attention: Towards Interpretability in Neural Parsing — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Retrofitting Structure-aware Transformer Language Model for End Tasks — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- RobertNLP at the IWPT 2020 Shared Task: Surprisingly Simple Enhanced UD Parsing for English — our card · 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Scene Graph Modification Based on Natural Language Commands — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training — 2020 · Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing
- Second-Order Unsupervised Neural Dependency Parsing — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Self Attended Stack-Pointer Networks for Learning Long Term Dependencies — 2020 · Proceedings of the 17th International Conference on Natural Language Processing (ICON)
- Semantic Graphs for Generating Deep Questions — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- 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
- Semi-Supervised Dependency Parsing with Arc-Factored Variational Autoencoding — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Semi-supervised Autoencoding Projective Dependency Parsing — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations — 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
- Small but Mighty: New Benchmarks for Split and Rephrase — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Span-Based LCFRS-2 Parsing — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O(n\textasciicircum6) down to O(n\textasciicircum3) — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Stanza: A Python Natural Language Processing Toolkit for Many Human Languages — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
- Statistical Parsing of Tree Wrapping Grammars — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Structural Information Preserving for Graph-to-Text Generation — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Sur l'impact des contraintes structurelles pour l'analyse en dépendances profondes fondée sur les graphes (On the impact of structural constraints for graph-based deep dependency parsing) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles
- Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- The Unstoppable Rise of Computational Linguistics in Deep Learning — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Transition-based Parsing with Stack-Transformers — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Transition-based Semantic Dependency Parsing with Pointer Networks — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Tree Representations in Transition System for RST Parsing — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- UDapter: Language Adaptation for Truly Universal Dependency Parsing — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Universal Decompositional Semantic Parsing — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- What Does BERT with Vision Look At? — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- What Happens To BERT Embeddings During Fine-tuning? — 2020 · Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP
- What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? — 2020 · Computational Linguistics
- Why Overfitting Isn''t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries — 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)
- XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN — 2020 · Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing
- 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
- 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) — 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics
- 基于深度学习的实体关系抽取研究综述(Review of Entity Relation Extraction based on deep learning) — 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics
- 75 Languages, 1 Model: Parsing Universal Dependencies Universally — 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 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)
- A Neural Graph-based Approach to Verbal MWE Identification — 2019 · Proceedings of the Joint Workshop on Multiword Expressions and WordNet (MWE-WN 2019)
- 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)
- A Systematic Study of Leveraging Subword Information for Learning Word Representations — 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)
- A Unified Linear-Time Framework for Sentence-Level Discourse Parsing — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing — 2019 · Proceedings of the 17th Annual Workshop of the Australasian Language Technology Association
- AMR Parsing as Sequence-to-Graph Transduction — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring — 2019 · Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning
- 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
- Association Metrics in Neural Transition-Based Dependency Parsing — 2019 · Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)
- Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT — 2019 · arXiv:1904.09077
- 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)
- CamemBERT: a Tasty French Language Model — 2019 · arXiv:1911.03894 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, July 2020, Online