Low-resource Languages: A Review of Past Work and Future Challenges

12 June 2020

Papers citing "Low-resource Languages: A Review of Past Work and Future Challenges"

19 / 69 papers shown

Title
Scaling Laws Do Not ScaleAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023 Fernando Diaz Michael A. Madaio 193 14 0 05 Jul 2023
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense DisambiguationInternational Workshop on Semantic Evaluation (SemEval), 2023 Michael Ogezi B. Hauer Talgat Omarov Ning Shi Grzegorz Kondrak 127 1 0 24 Jun 2023
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification BenchmarkNeural Information Processing Systems (NeurIPS), 2023 Lukasz Augustyniak Szymon Wo'zniak Marcin Gruza Piotr Gramacki Krzysztof Rajda M. Morzy Tomasz Kajdanowicz 116 10 0 13 Jun 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesInterspeech (Interspeech), 2023 Kevin Glocker Aaricia Herygers Munir Georges 142 10 0 07 Jun 2023
Semantically-Prompted Language Models Improve Visual Descriptions Michael Ogezi B. Hauer Grzegorz Kondrak VLM 122 1 0 05 Jun 2023
Automated stance detection in complex topics and small languages: the challenging case of immigration in polarizing news mediaPLoS ONE (PLoS ONE), 2023 Marko Mets Andres Karjus Indrek Ibrus Maximilian Schich 114 25 0 22 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian LanguagesEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023 Sonal Sannigrahi Rachel Bawden 107 0 0 04 May 2023
A Mixed-Methods Approach to Understanding User Trust after Voice Assistant FailuresInternational Conference on Human Factors in Computing Systems (CHI), 2023 Amanda Baughan Allison Mercurio Ariel Liu Xuezhi Wang Jilin Chen Xiao Ma 193 27 0 01 Mar 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 166 16 0 20 Dec 2022
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages Shashank Sonkar Zichao Wang Richard G. Baraniuk 98 1 0 19 Dec 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference DatasetConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ruth-Ann Armstrong John Hewitt Christopher D. Manning 126 16 0 07 Dec 2022
Automatic Speech Recognition of Low-Resource Languages Based on Chukchi Anastasia N. Safonova Tatiana Yudina Emil Nadimanov Cydnie Davenport 78 4 0 11 Oct 2022
Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset Haz Sameen Shahgir Khondker Salman Sayeed Tanjeem Azwad Zaman 119 10 0 11 Sep 2022
Lutma: a Frame-Making Tool for Collaborative FrameNet Development Haiyue Song Arthur Lorenzi E. Matos Frederico Belcavello Marcelo Viridiano Maucha Gamonal 68 1 0 24 May 2022
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jack G. M. FitzGerald C. Hench Charith Peris Scott Mackie Kay Rottmann ... Laurie Crist Misha Britan Wouter Leeuwis Gokhan Tur Premkumar Natarajan 151 161 0 18 Apr 2022
Morpheme Boundary Detection & Grammatical Feature Prediction for Gujarati : Dataset & ModelICON (ICON), 2021 Jatayu Baxi Brijesh S. Bhatt 98 5 0 18 Dec 2021
Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19 A. Luccioni K. H. Pham C. Lam Joseph Aylett-Bullock M. Luengo-Oroz 96 3 0 11 Aug 2021
Neural Machine Translation for Low-Resource Languages: A SurveyACM Computing Surveys (CSUR), 2021 Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 206 298 0 29 Jun 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 530 332 0 23 Oct 2020