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# International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies 2021 — accepted papers

International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies 2021 is the 2021 edition of the International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies, held in Online, August 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 24 papers of it; our library holds 9 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Online · 🗓 August 2021

[**24** papers in the proceedings](#all) · [**9** works in our library](https://md.research.elamur.ai/free/en/venues/iwpt/2021/#works) · [**91** citations of these works](https://md.research.elamur.ai/free/en/venues/iwpt/2021/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[From Raw Text to Enhanced Universal Dependencies: The Parsing Shared Task at IWPT 2021](https://md.research.elamur.ai/free/en/papers/bouma-2021-raw-text-enhanced-universal-dependencies/)**Gosse Bouma, Djamé Seddah, Daniel Zeman*18 citations · our summary*
2. **[Translate, then Parse! A Strong Baseline for Cross-Lingual AMR Parsing ↗](https://aclanthology.org/2021.iwpt-1.6/)**Sarah Uhrig, Yoalli Garcia, Juri Opitz et al.*13 citations*
3. **[Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary](https://md.research.elamur.ai/free/en/papers/grunewald-2021-applying-occam-s-razor-transformer/)**Stefan Grünewald, Annemarie Friedrich, Jonas Kuhn*9 citations · our summary*
4. **[Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies](https://md.research.elamur.ai/free/en/papers/attardi-2021-biaffine-dependency-semantic-graph-parsing/)**Giuseppe Attardi, Daniele Sartiano, Maria Simi*9 citations · our summary*
5. **[TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning ↗](https://aclanthology.org/2021.iwpt-1.23/)**Tianze Shi, Lillian Lee*7 citations*
6. **[A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021](https://md.research.elamur.ai/free/en/papers/anderson-2021-modest-pareto-optimisation-analysis-dependency/)**Mark Anderson, Carlos Gómez-Rodríguez*6 citations · our summary*
7. **[COMBO: A New Module for EUD Parsing ↗](https://aclanthology.org/2021.iwpt-1.16/)**Mateusz Klimaszewski, Alina Wróblewska*4 citations*
8. **[Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ↗](https://aclanthology.org/2021.iwpt-1.20/)**Xinyu Wang, Zixia Jia, Yong Jiang et al.*4 citations*
9. **[Multilingual Dependency Parsing for Low-Resource African Languages: Case Studies on Bambara, Wolof, and Yoruba ↗](https://aclanthology.org/2021.iwpt-1.9/)**Cheikh M. Bamba Dione*4 citations*
10. **[The Reading Machine: A Versatile Framework for Studying Incremental Parsing Strategies ↗](https://aclanthology.org/2021.iwpt-1.3/)**Franck Dary, Alexis Nasr*4 citations*

## All accepted papers (24)

The most cited first; 9 with our summary link to their page here, the others to the original.

1. **[From Raw Text to Enhanced Universal Dependencies: The Parsing Shared Task at IWPT 2021](https://md.research.elamur.ai/free/en/papers/bouma-2021-raw-text-enhanced-universal-dependencies/)**Gosse Bouma, Djamé Seddah, Daniel Zeman*18 citations · our summary*
2. **[Translate, then Parse! A Strong Baseline for Cross-Lingual AMR Parsing ↗](https://aclanthology.org/2021.iwpt-1.6/)**Sarah Uhrig, Yoalli Garcia, Juri Opitz et al.*13 citations*
3. **[Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary](https://md.research.elamur.ai/free/en/papers/grunewald-2021-applying-occam-s-razor-transformer/)**Stefan Grünewald, Annemarie Friedrich, Jonas Kuhn*9 citations · our summary*
4. **[Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies](https://md.research.elamur.ai/free/en/papers/attardi-2021-biaffine-dependency-semantic-graph-parsing/)**Giuseppe Attardi, Daniele Sartiano, Maria Simi*9 citations · our summary*
5. **[TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning ↗](https://aclanthology.org/2021.iwpt-1.23/)**Tianze Shi, Lillian Lee*7 citations*
6. **[A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021](https://md.research.elamur.ai/free/en/papers/anderson-2021-modest-pareto-optimisation-analysis-dependency/)**Mark Anderson, Carlos Gómez-Rodríguez*6 citations · our summary*
7. **[COMBO: A New Module for EUD Parsing ↗](https://aclanthology.org/2021.iwpt-1.16/)**Mateusz Klimaszewski, Alina Wróblewska*4 citations*
8. **[Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ↗](https://aclanthology.org/2021.iwpt-1.20/)**Xinyu Wang, Zixia Jia, Yong Jiang et al.*4 citations*
9. **[Multilingual Dependency Parsing for Low-Resource African Languages: Case Studies on Bambara, Wolof, and Yoruba ↗](https://aclanthology.org/2021.iwpt-1.9/)**Cheikh M. Bamba Dione*4 citations*
10. **[The Reading Machine: A Versatile Framework for Studying Incremental Parsing Strategies ↗](https://aclanthology.org/2021.iwpt-1.3/)**Franck Dary, Alexis Nasr*4 citations*
11. **[Graph Rewriting for Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/papers/guillaume-2021-graph-rewriting-enhanced-universal-dependencies/)**Bruno Guillaume, Guy Perrier*3 citations · our summary*
12. **[Levi Graph AMR Parser using Heterogeneous Attention ↗](https://aclanthology.org/2021.iwpt-1.5/)**Han He, Jinho D. Choi*3 citations*
13. **[RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages ↗](https://aclanthology.org/2021.iwpt-1.21/)**Stefan Grünewald, Frederik Tobias Oertel, Annemarie Friedrich*3 citations*
14. **[The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task](https://md.research.elamur.ai/free/en/papers/barry-2021-dcu-epfl-enhanced-dependency-parser/)**James Barry, Alireza Mohammadshahi, Joachim Wagner et al.*3 citations · our summary*
15. **[Bidirectional Domain Adaptation Using Weighted Multi-Task Learning ↗](https://aclanthology.org/2021.iwpt-1.10/)**Daniel Dakota, Zeeshan Ali Sayyed, Sandra Kübler*1 citation*
16. **[End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge ↗](https://aclanthology.org/2021.iwpt-1.24/)**Chinmay Choudhary, Colm O'riordan*1 citation*
17. **[Great Service! Fine-grained Parsing of Implicit Arguments ↗](https://aclanthology.org/2021.iwpt-1.7/)**Ruixiang Cui, Daniel Hershcovich*1 citation*
18. **[Proof Net Structure for Neural Lambek Categorial Parsing ↗](https://aclanthology.org/2021.iwpt-1.2/)**Aditya Bhargava, Gerald Penn*1 citation*
19. **[Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing ↗](https://aclanthology.org/2021.iwpt-1.11/)**Xudong Zhang, Joseph Le Roux, Thierry Charnois*1 citation*
20. **[A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing](https://md.research.elamur.ai/free/en/papers/anderson-2021-falta-de-pan-buenas-son/)**Mark Anderson, Mathieu Dehouck, Carlos Gómez-Rodríguez*our summary*
21. **[Generic Oracles for Structured Prediction](https://md.research.elamur.ai/free/en/papers/teichmann-2021-generic-oracles-structured-prediction/)**Christoph Teichmann, Antoine Venant*our summary*
22. **[Incorporating Compositionality and Morphology into End-to-End Models ↗](https://aclanthology.org/2021.iwpt-1.14/)**Emily Pitler
23. **[Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ↗](https://aclanthology.org/2021.iwpt-1.4/)**Tianyi Li, Sujian Li, Mark Steedman
24. **[Splitting EUD Graphs into Trees: A Quick and Clatty Approach](https://md.research.elamur.ai/free/en/papers/anderson-2021-splitting-eud-graphs-into-trees/)**Mark Anderson, Carlos Gómez-Rodríguez*our summary*

## Papers with our summary in our library (9)

The most cited first (OpenAlex citations plus our library's).

1. [**From Raw Text to Enhanced Universal Dependencies: The Parsing Shared Task at IWPT 2021**Gosse Bouma, Djamé Seddah, Daniel Zeman*2021 · 30 citations*](https://md.research.elamur.ai/free/en/papers/bouma-2021-raw-text-enhanced-universal-dependencies/)
2. **[Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies](https://md.research.elamur.ai/free/en/papers/attardi-2021-biaffine-dependency-semantic-graph-parsing/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**Giuseppe Attardi, Daniele Sartiano, Maria Simi*2021 · 18 citations*
3. [**Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary**Stefan Grünewald, Annemarie Friedrich, Jonas Kuhn*2021 · 18 citations*](https://md.research.elamur.ai/free/en/papers/grunewald-2021-applying-occam-s-razor-transformer/)
4. **[A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021](https://md.research.elamur.ai/free/en/papers/anderson-2021-modest-pareto-optimisation-analysis-dependency/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**Mark Anderson, Carlos Gómez-Rodríguez*2021 · 10 citations*
5. [**Graph Rewriting for Enhanced Universal Dependencies**Bruno Guillaume, Guy Perrier*2021 · 6 citations*](https://md.research.elamur.ai/free/en/papers/guillaume-2021-graph-rewriting-enhanced-universal-dependencies/)
6. **[The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task](https://md.research.elamur.ai/free/en/papers/barry-2021-dcu-epfl-enhanced-dependency-parser/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**James Barry, Alireza Mohammadshahi, Joachim Wagner, et al.*2021 · 4 citations*
7. **[A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing](https://md.research.elamur.ai/free/en/papers/anderson-2021-falta-de-pan-buenas-son/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**Mark Anderson, Mathieu Dehouck, Carlos Gómez-Rodríguez*2021 · 3 citations*
8. **[Splitting EUD Graphs into Trees: A Quick and Clatty Approach](https://md.research.elamur.ai/free/en/papers/anderson-2021-splitting-eud-graphs-into-trees/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**Mark Anderson, Carlos Gómez-Rodríguez*2021 · 2 citations*
9. [**Generic Oracles for Structured Prediction**Christoph Teichmann, Antoine Venant*2021*](https://md.research.elamur.ai/free/en/papers/teichmann-2021-generic-oracles-structured-prediction/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Universal Dependencies (5)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Dependency parsing (3)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [English (3)](https://md.research.elamur.ai/free/en/topics/english/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/)

## Fields

[Arts and Humanities (9)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (9)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Carlos Gómez-Rodríguez**3 works here · 15 citations](https://md.research.elamur.ai/free/en/authors/carlos-gomez-rodriguez/) · [🧑‍🔬**Mark Anderson**3 works here · 15 citations](https://md.research.elamur.ai/free/en/authors/mark-anderson/) · [🧑‍🔬**Daniel Zeman**1 work here · 30 citations](https://md.research.elamur.ai/free/en/authors/daniel-zeman/) · [🧑‍🔬**Djamé Seddah**1 work here · 30 citations](https://md.research.elamur.ai/free/en/authors/djame-seddah/) · [🧑‍🔬**Gosse Bouma**1 work here · 30 citations](https://md.research.elamur.ai/free/en/authors/gosse-bouma/) · [🧑‍🔬**Annemarie Friedrich**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/annemarie-friedrich/) · [🧑‍🔬**Daniele Sartiano**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/daniele-sartiano/) · [🧑‍🔬**Giuseppe Attardi**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/giuseppe-attardi/) · [🧑‍🔬**Jonas Kuhn**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/jonas-kuhn/) · [🧑‍🔬**Maria Simi**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/maria-simi/) · [🧑‍🔬**Stefan Grünewald**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/stefan-grunewald/) · [🧑‍🔬**Bruno Guillaume**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/bruno-guillaume/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Universidade da Coruña** A Coruña · Spain 3 works here](https://md.research.elamur.ai/free/en/universities/universidade-da-coruna/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2 works here](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2 works here](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🎓**University of Stuttgart** Stuttgart · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-stuttgart/) · [🎓**University of Pisa** Pisa · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pisa/) · [🎓**University of Groningen** Groningen · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-groningen/) · [🎓**Université Sorbonne Nouvelle** Paris · France 1 work here](https://md.research.elamur.ai/free/en/universities/universite-sorbonne-nouvelle/) · [🎓**Charles University** Prague · Czechia 1 work here](https://md.research.elamur.ai/free/en/universities/charles-university/) · [🔬**Laboratoire Lorrain de Recherche en Informatique et ses Applications** Nancy · France 1 work here](https://md.research.elamur.ai/free/en/labs/laboratoire-lorrain-de-recherche-en-informatique-et-ses-applications/) · [🔬**Langues, Textes, Traitements Informatiques, Cognition** Montrouge · France 1 work here](https://md.research.elamur.ai/free/en/labs/langues-textes-traitements-informatiques-cognition/) · [🎓**Dublin City University** Dublin · Ireland 1 work here](https://md.research.elamur.ai/free/en/universities/dublin-city-university/) · [🔬**SEMAGRAMME: Analyse Sémantique de la Langue** Villers-lès-Nancy · France 1 work here](https://md.research.elamur.ai/free/en/labs/semagramme-analyse-semantique-de-la-langue/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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