---
title: "University of British Columbia — works"
description: "34 works by researchers of University of British Columbia in our library, the most cited first."
canonical: "https://research.elamur.ai/free/en/universities/university-of-british-columbia/works/"
---
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# Works of University of British Columbia

34 works · the most cited first · [← University of British Columbia](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/)

1. [**Array Programming with NumPy**Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.*2020 · 23,591 citations*](https://md.research.elamur.ai/free/en/papers/harris-2020-array-programming-numpy/)
2. [**Lexicon-Based Methods for Sentiment Analysis**Maite Taboada, Julian Brooke, Milan Tofiloski, et al.*2011 · 3,556 citations*](https://md.research.elamur.ai/free/en/papers/taboada-2011-lexicon-based-methods-sentiment-analysis/)
3. [**Named Entity Recognition with Bidirectional LSTM-CNNs**Jason P. C. Chiu, Eric Nichols*2015 · 2,276 citations*](https://md.research.elamur.ai/free/en/papers/chiu-2015-named-entity-recognition-bidirectional-lstm/)
4. [**EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks**Muhammad Abdul-Mageed, Lyle Ungar*2017 · 486 citations*](https://md.research.elamur.ai/free/en/papers/mageed-2017-emonet-fine-grained-emotion-detection/)
5. [**ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic**Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi*2021 · 478 citations*](https://md.research.elamur.ai/free/en/papers/abdul-mageed-2021-arbert-marbert-deep-bidirectional-transformers/)
6. [**CODRA: A Novel Discriminative Framework for Rhetorical Analysis**Shafiq Joty, Giuseppe Carenini, Raymond T. Ng*2015 · 263 citations*](https://md.research.elamur.ai/free/en/papers/joty-2015-codra-novel-discriminative-framework-rhetorical/)
7. [**Abstractive Summarization of Product Reviews Using Discourse Structure**Shima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.*2014 · 260 citations*](https://md.research.elamur.ai/free/en/papers/gerani-2014-abstractive-summarization-product-reviews-discourse/)
8. [**Automatic Detection of Machine Generated Text: A Critical Survey**Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.*2020 · 243 citations*](https://md.research.elamur.ai/free/en/papers/jawahar-2020-automatic-detection-machine-generated-text/)
9. [**Humanity's Last Exam**Long Phan, Alice Gatti, Ziwen Han, et al.*2025 · 235 citations*](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/)
10. [**Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis**Shafiq Joty, Giuseppe Carenini, Raymond Ng, et al.*2013 · 217 citations*](https://md.research.elamur.ai/free/en/papers/joty-2013-combining-intra-multi-sentential-rhetorical/)
11. [**PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization**Wen Xiao, Iz Beltagy, Giuseppe Carenini, et al.*2022 · 204 citations*](https://md.research.elamur.ai/free/en/papers/xiao-2022-primera-pyramid-based-masked-sentence/)
12. [**AraT5: Text-to-Text Transformers for Arabic Language Generation**El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed*2022 · 201 citations*](https://md.research.elamur.ai/free/en/papers/nagoudi-2022-arat5-text-text-transformers-arabic/)
13. [**UniMorph 3.0: Universal Morphology**Arya D. McCarthy, Christo Kirov, Matteo Grella, et al.*2020 · 122 citations*](https://md.research.elamur.ai/free/en/papers/mccarthy-2020-unimorph-3-0-universal-morphology/)
14. [**The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological Exploration**Arya D. McCarthy, Rachel Wicks, Dylan Lewis, et al.*2020 · 115 citations*](https://md.research.elamur.ai/free/en/papers/mccarthy-2020-johns-hopkins-university-bible-corpus/)
15. [**It's not Rocket Science: Interpreting Figurative Language in Narratives**Tuhin Chakrabarty, Yejin Choi, Vered Shwartz*2022 · 91 citations*](https://md.research.elamur.ai/free/en/papers/chakrabarty-2022-it-s-not-rocket-science/)
16. [**UniMorph 4.0: Universal Morphology**Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa*2022 · 82 citations*](https://md.research.elamur.ai/free/en/papers/batsuren-2022-unimorph-4/)
17. [**Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure**Kelsey Allen, Giuseppe Carenini, Raymond Ng*2014 · 60 citations*](https://md.research.elamur.ai/free/en/papers/allen-2014-detecting-disagreement-conversations-pseudo-monologic/)
18. [**TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties**Karima Kadaoui, Samar M. Magdy, Abdul Waheed, et al.*2023 · 60 citations*](https://md.research.elamur.ai/free/en/papers/kadaoui-2023-tarjamat-evaluation-bard-chatgpt-machine/)
19. [**Dialogue Act Recognition in Synchronous and Asynchronous Conversations**Maryam Tavafi, Yashar Mehdad, Shafiq Joty, et al.*2013 · 60 citations*](https://md.research.elamur.ai/free/en/papers/tavafi-2013-dialogue-act-recognition-synchronous-asynchronous/)
20. [**AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking**Tariq Alhindi, Amal Alabdulkarim, Ali Alshehri, et al.*2021 · 41 citations*](https://md.research.elamur.ai/free/en/papers/alhindi-2021-arastance-multi-country-multi-domain/)
21. [**Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis**Bita Nejat, Giuseppe Carenini, Raymond Ng*2017 · 40 citations*](https://md.research.elamur.ai/free/en/papers/nejat-2017-exploring-joint-neural-model-sentence/)
22. [**MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision**Patrick Huber, Giuseppe Carenini*2020 · 35 citations*](https://md.research.elamur.ai/free/en/papers/huber-2020-mega-rst-discourse-treebanks-structure/)
23. [**Coreference for Discourse Parsing: A Neural Approach**Grigorii Guz, Giuseppe Carenini*2020 · 31 citations*](https://md.research.elamur.ai/free/en/papers/guz-2020-coreference-discourse-parsing-neural-approach/)
24. [**Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic Approach**Tatsuro Oya, Giuseppe Carenini*2014 · 31 citations*](https://md.research.elamur.ai/free/en/papers/oya-2014-extractive-summarization-dialogue-act-modeling/)
25. [**What happens before and after: Multi-Event Commonsense in Event Coreference Resolution**Sahithya Ravi, Chris Tanner, Raymond Ng, et al.*2023 · 21 citations*](https://md.research.elamur.ai/free/en/papers/ravi-2023-what-happens-before-after-multi/)
26. [**Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining**Grigorii Guz, Patrick Huber, Giuseppe Carenini*2020 · 19 citations*](https://md.research.elamur.ai/free/en/papers/guz-2020-unleashing-power-neural-discourse-parsers/)
27. [**Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision**Chuyuan Li, Chloé Braud, Maxime Amblard, et al.*2024 · 12 citations*](https://md.research.elamur.ai/free/en/papers/li-2024-discourse-relation-prediction-discourse-parsing/)
28. [**Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based Approach**Chuyuan Li, Yuwei Yin, Giuseppe Carenini*2024 · 11 citations*](https://md.research.elamur.ai/free/en/papers/li-2024-dialogue-discourse-parsing-as-generation/)
29. [**Automated Phonological Transcription of Akkadian Cuneiform Text**Aleksi Sahala, Miikka Silfverberg, Antti Arppe, et al.*2020 · 10 citations*](https://md.research.elamur.ai/free/en/papers/sahala-2020-automated-phonological-transcription-akkadian-cuneiform/)
30. [**Expanding the JHU Bible Corpus for Machine Translation of the Indigenous Languages of North America**Garrett Nicolai, Edith Coates, Ming Zhang, et al.*2021 · 6 citations*](https://md.research.elamur.ai/free/en/papers/nicolai-2021-expanding-jhu-bible-corpus-machine/)
31. [**Improving Low-Resource Machine Translation via Cross-Linguistic Transfer from Typologically Similar High-Resource Languages**Saughmon Boujkian*2024 · 2 citations*](https://md.research.elamur.ai/free/en/papers/boujkian-2024-improving-low-resource-machine-translation/)
32. [**AlexandriaX 2026: The First Shared Task on Dialectal Arabic Machine Translation**Abdellah El Mekki, AbdelRahim A. Elmadany, Samar M. Magdy, et al.*2026 · 2 citations*](https://md.research.elamur.ai/free/en/papers/mekki-2026-alexandriax-2026-first-shared-task/)
33. [**Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques**Yasser Shohoud, Maged Shoman, Sarah Abdelazim*2023 · 1 citation*](https://md.research.elamur.ai/free/en/papers/shohoud-2023-quranic-conversations-developing-semantic-search/)
34. [**Annotation Tools for Language Documentation: A Survey of Capabilities, Gaps, and Morphological Support**Changbing Yang, Pt Anderson, Godfred Agyapong, et al.*2026*](https://md.research.elamur.ai/free/en/papers/yang-2026-annotation-tools-language-documentation-survey/)
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