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- Instance-Based Neural Dependency Parsing — 2021 · Transactions of the Association for Computational Linguistics
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- Learning Syntax from Naturally-Occurring Bracketings — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Levi Graph AMR Parser using Heterogeneous Attention — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
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- MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
- Making Your Tweets More Fancy: Emoji Insertion to Texts — 2021 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)
- Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
- Modularized Interaction Network for Named Entity Recognition — 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)
- Multi-View Cross-Lingual Structured Prediction with Minimum Supervision — 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)
- Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance — 2021 · Proceedings of the 8th Workshop on Argument Mining
- Multilingual Dependency Parsing for Low-Resource African Languages: Case Studies on Bambara, Wolof, and Yoruba — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
- N-LTP: An Open-source Neural Language Technology Platform for Chinese — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
- Non-Autoregressive Translation by Learning Target Categorical Codes — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- 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
- 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
- Open Information Extraction: Approche Supervisée et Syntaxique pour le Français (Supervised Syntactic Approach for French Open Information Extraction) — 2021 · Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale
- Parsing Argumentative Structure in English-as-Foreign-Language Essays — 2021 · Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications
- Parsing with Pretrained Language Models, Multiple Datasets, and Dataset Embeddings — 2021 · Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021)
- PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations
- RST Parsing from Scratch — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement — our card · 2021
- Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Replicating and Extending ``Because Their Treebanks Leak'''': Graph Isomorphism, Covariants, and Parser Performance — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
- RobeCzech: Czech RoBERTa, a monolingual contextualized language representation model — 2021 · arXiv:2105.11314
- RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
- Searching for More Efficient Dynamic Programs — 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
- SituatedQA: Incorporating Extra-Linguistic Contexts into QA — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Specializing Multilingual Language Models: An Empirical Study — 2021 · Proceedings of the 1st Workshop on Multilingual Representation Learning
- Stacked AMR Parsing with Silver Data — 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
- Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
- Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor — 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)
- Substructure Substitution: Structured Data Augmentation for NLP — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
- Syntax Role for Neural Semantic Role Labeling — 2021 · Computational Linguistics
- Syntax in End-to-End Natural Language Processing — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts
- Systematic Generalization with Edge Transformers — 2021 · arXiv:2112.00578
- TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
- The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task — 2021 · Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
- The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation — 2021 · Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP
- The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Top-down Discourse Parsing via Sequence Labelling — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
- Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction — our card · 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)
- UNKs Everywhere: Adapting Multilingual Language Models to New Scripts — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- UniRE: A Unified Label Space for Entity Relation Extraction — 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)
- 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
- Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing — 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
- We Need to Talk About train-dev-test Splits — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- What Taggers Fail to Learn, Parsers Need the Most — 2021 · Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa)
- Word Reordering for Zero-shot Cross-lingual Structured Prediction — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation — 2021 · Proceedings of the Second Workshop on Domain Adaptation for NLP
- fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations
- 中文词语离合现象识别研究(Research on Recognition of the Separation and Reunion Phenomena of Words in Chinese) — 2021 · Proceedings of the 20th Chinese National Conference on Computational Linguistics
- 基于数据选择和局部伪标注的跨语义依存分析研究(Selection and Pseudo Partial Annotationy) — 2021 · Proceedings of the 20th Chinese National Conference on Computational Linguistics
- 融合多粒度特征的低资源语言词性标记和依存分析联合模型(A Joint Model with Multi-Granularity Features of Low-resource Language POS Tagging and Dependency Parsing) — 2021 · Proceedings of the 20th Chinese National Conference on Computational Linguistics
- A Graph-Based Framework for Structured Prediction Tasks in Sanskrit — 2020 · Computational Linguistics
- A Joint Deep Contextualized Word Representation for Deep Biaffine Dependency Parsing — 2020 · Proceedings of the 7th International Workshop on Vietnamese Language and Speech Processing
- A Joint Model for Graph-based Chinese Dependency Parsing — 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics
- A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- A Multi-task Learning Framework for Opinion Triplet Extraction — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- A Simple and Effective Dependency Parser for Telugu — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
- A Span-based Linearization for Constituent Trees — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- A Two-Step Approach for Implicit Event Argument Detection — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- AMR Parsing via Graph-Sequence Iterative Inference — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- AMR Parsing with Latent Structural Information — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- An Empirical Exploration of Local Ordering Pre-training for Structured Prediction — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- Answer-driven Deep Question Generation based on Reinforcement Learning — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Attention Is All You Need for Chinese Word Segmentation — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Biomedical and Clinical English Model Packages in the Stanza Python NLP Library — 2020 · arXiv:2007.14640
- Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi — 2020 · arXiv:2005.00318
- Combining Thai EDUs: Principle and Implementation — 2020 · Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation
- Comparing Neural Network Parsers for a Less-resourced and Morphologically-rich Language: Amharic Dependency Parser — our card · 2020 · Proceedings of the first workshop on Resources for African Indigenous Languages
- Contextual Modulation for Relation-Level Metaphor Identification — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Cross-Lingual Dependency Parsing by POS-Guided Word Reordering — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Cross-Lingual Dependency Parsing via Self-Training — 2020 · Proceedings of the 19th Chinese National Conference on Computational Linguistics
- Cross-lingual Structure Transfer for Zero-resource Event Extraction — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
- Do Explicit Alignments Robustly Improve Multilingual Encoders? — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Do Neural Language Models Show Preferences for Syntactic Formalisms? — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- ETHAN at SemEval-2020 Task 5: Modelling Causal Reasoning in Language Using Neuro-symbolic Cloud Computing — 2020 · Proceedings of the Fourteenth Workshop on Semantic Evaluation
- Efficient EUD Parsing — 2020 · Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
- Efficient Second-Order TreeCRF for Neural Dependency Parsing — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Emerging Cross-lingual Structure in Pretrained Language Models — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- End to End Chinese Lexical Fusion Recognition with Sememe Knowledge — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Evaluating Models' Local Decision Boundaries via Contrast Sets — our card · 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Evaluating a Dependency Parser on DeReKo — 2020 · Proceedings of the 8th Workshop on Challenges in the Management of Large Corpora
- Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics