📰 NLP-OSS 2020 — accepted papers

NLP-OSS 2020 is the 2020 edition of the Workshop for NLP Open Source Software (NLP-OSS), held in Online, November 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 21 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Online · 🗓 November 2020

Most cited papers

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

1. PySBD: Pragmatic Sentence Boundary DisambiguationNipun Sadvilkar, Mark Neumann54 citations · our summary
2. iNLTK: Natural Language Toolkit for Indic Languages ↗Gaurav Arora43 citations
3. KLPT – Kurdish Language Processing Toolkit ↗Sina Ahmadi33 citations
4. SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics ↗Daniel Deutsch, Dan Roth18 citations
5. fugashi, a Tool for Tokenizing Japanese in Python ↗Paul McCann17 citations
6. Howl: A Deployed, Open-Source Wake Word Detection System ↗Raphael Tang, Jaejun Lee, Afsaneh Razi et al.16 citations
7. Flexible retrieval with NMSLIB and FlexNeuART ↗Leonid Boytsov, Eric Nyberg15 citations
8. TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models ↗Pasquale Lisena, Ismail Harrando, Oussama Kandakji et al.15 citations
9. iobes: Library for Span Level Processing ↗Brian Lester12 citations
10. ARBML: Democratizing Arabic Natural Language Processing ToolsZaid Alyafeai, Maged S. Al-Shaibani11 citations · our summary

All accepted papers (21)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. PySBD: Pragmatic Sentence Boundary DisambiguationNipun Sadvilkar, Mark Neumann54 citations · our summary
2. iNLTK: Natural Language Toolkit for Indic Languages ↗Gaurav Arora43 citations
3. KLPT – Kurdish Language Processing Toolkit ↗Sina Ahmadi33 citations
4. SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics ↗Daniel Deutsch, Dan Roth18 citations
5. fugashi, a Tool for Tokenizing Japanese in Python ↗Paul McCann17 citations
6. Howl: A Deployed, Open-Source Wake Word Detection System ↗Raphael Tang, Jaejun Lee, Afsaneh Razi et al.16 citations
7. Flexible retrieval with NMSLIB and FlexNeuART ↗Leonid Boytsov, Eric Nyberg15 citations
8. TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models ↗Pasquale Lisena, Ismail Harrando, Oussama Kandakji et al.15 citations
9. iobes: Library for Span Level Processing ↗Brian Lester12 citations
10. ARBML: Democratizing Arabic Natural Language Processing ToolsZaid Alyafeai, Maged S. Al-Shaibani11 citations · our summary
11. Open-Source Morphology for Endangered Mordvinic Languages ↗Jack Rueter, Mika Hämäläinen, Niko Partanen11 citations
12. Going Beyond T-SNE: Exposing whatlies in Text Embeddings ↗Vincent Warmerdam, Thomas Kober, Rachael Tatman8 citations
13. Open Korean Corpora: A Practical Report ↗Won Ik Cho, Sangwhan Moon, Youngsook Song8 citations
14. TextAttack: Lessons learned in designing Python frameworks for NLP ↗John Morris, Jin Yong Yoo, Yanjun Qi6 citations
15. A Framework to Assist Chat Operators of Mental Healthcare Services ↗Thiago Madeira, Heder Bernardino, Jairo Francisco De Souza et al.3 citations
16. End-to-end NLP Pipelines in Rust ↗Guillaume Becquin2 citations
17. User-centered & Robust NLP OSS: Lessons Learned from Developing & Maintaining RSMTool ↗Nitin Madnani, Anastassia Loukina2 citations
18. Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings ↗Vaibhav Kumar, Tenzin Bhotia, Vaibhav Kumar1 citation
19. CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes ↗Raeid Saqur, Ameet Deshpande
20. Pimlico: A toolkit for corpus-processing pipelines and reproducible experiments ↗Mark Granroth-Wilding
21. WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration ↗Berk Ekmekci, Blake Howald

📄 Papers with our summary in our library (2)

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

1. PySBD: Pragmatic Sentence Boundary DisambiguationWorkshop for NLP Open Source Software (NLP-OSS)Nipun Sadvilkar, Mark Neumann2020 · 89 citations
2. ARBML: Democratizing Arabic Natural Language Processing ToolsWorkshop for NLP Open Source Software (NLP-OSS)Zaid Alyafeai, Maged S. Al-Shaibani2020 · 14 citations

🧭 Top topics

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

Semitic languages (1)✂️Tokenization & segmentation (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🔬Allen Institute for Artificial IntelligenceSeattle · United States1 work here

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

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This page in Markdown → https://md.research.elamur.ai/free/en/venues/nlposs/2020/