Title
Pythia: A Suite for Analyzing Large Language Models Across Training and ScalingInternational Conference on Machine Learning (ICML), 2023 Stella Biderman Hailey Schoelkopf Quentin G. Anthony Herbie Bradley Kyle O'Brien ... USVSN Sai Prashanth Edward Raff Aviya Skowron Lintang Sutawika Oskar van der Wal 372 1,616 0 03 Apr 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 250 12 0 27 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 156 4 0 22 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2023 Ruochen Zhang Carsten Eickhoff 302 9 0 07 Mar 2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetNeural Information Processing Systems (NeurIPS), 2023 Hugo Laurenccon Lucile Saulnier Thomas Wang Christopher Akiki Albert Villanova del Moral ... Violette Lepercq Suzana Ilić Margaret Mitchell Sasha Luccioni Yacine Jernite AI4CE AILaw 200 194 0 07 Mar 2023
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging FaceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Christopher Akiki Odunayo Ogundepo Aleksandra Piktus Xinyu Crystina Zhang Akintunde Oladipo Jimmy J. Lin Martin Potthast 246 5 0 28 Feb 2023
The ROOTS Search Tool: Data Transparency for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Aleksandra Piktus Christopher Akiki Paulo Villegas Hugo Laurenccon Gérard Dupont A. Luccioni Yacine Jernite Anna Rogers VLM 271 36 0 27 Feb 2023
Auditing large language models: a three-layered approachAI and Ethics (AE), 2023 Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 456 267 0 16 Feb 2023
Investigating Multi-source Active Learning for Natural Language InferenceConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Ard Snijders Douwe Kiela Katerina Margatina 226 9 0 14 Feb 2023
Beyond Arabic: Software for Perso-Arabic Script ManipulationWorkshop on Arabic Natural Language Processing (WANLP), 2023 Alexander Gutkin Cibu Johny R. Doctor Brian Roark R. Sproat 173 4 0 26 Jan 2023
On the State of German (Abstractive) Text SummarizationDatenbanksysteme für Business, Technologie und Web (BTW), 2023 Dennis Aumiller Jing Fan Michael Gertz 231 1 0 17 Jan 2023
SERENGETI: Massively Multilingual Language Models for AfricaAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 275 41 0 21 Dec 2022
Trustworthy Social Bias MeasurementAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 Rishi Bommasani Abigail Z. Jacobs 235 13 0 20 Dec 2022
Perplexed by Quality: A Perplexity-based Method for Adult and Harmful Content Detection in Multilingual Heterogeneous Web Data Timm Jansen Yangling Tong V. Zevallos Pedro Ortiz Suarez 152 24 0 20 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 245 6 0 19 Dec 2022
LR-Sum: Summarization for Less-Resourced LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Chester Palen-Michel Constantine Lignos 160 7 0 19 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zheng-Xin Yong Hailey Schoelkopf Niklas Muennighoff Alham Fikri Aji David Ifeoluwa Adelani ... Genta Indra Winata Stella Biderman Edward Raff Dragomir R. Radev Vassilina Nikoulina CLL VLM AI4CE LRM 362 106 0 19 Dec 2022
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & DragonsPacific Asia Conference on Language, Information and Computation (PACLIC), 2022 Akila Peiris Nisansa de Silva 118 5 0 18 Dec 2022
Lessons learned from the evaluation of Spanish Language Models Rodrigo Agerri Eneko Agirre ELM 226 16 0 16 Dec 2022
In-context Examples Selection for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 309 231 0 05 Dec 2022
TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 A. Srinivasan Eunsol Choi 162 22 0 29 Nov 2022
Learnings from Technological Interventions in a Low Resource Language: Enhancing Information Access in Gondi Devansh Mehta Harshita Diddee Ananya Saxena Anurag Shukla Sebastin Santy ... B. M. L. Srivastava Alok Sharma Vishnu Prasad U. Venkanna Kalika Bali 154 1 0 29 Nov 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 212 28 0 28 Nov 2022
Measuring Harmful Representations in Scandinavian Language Models Samia Touileb Debora Nozza 222 13 0 21 Nov 2022
Efficient Transformers with Dynamic Token PoolingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Piotr Nawrot J. Chorowski Adrian Lañcucki Edoardo Ponti 225 69 0 17 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 824 2,733 0 09 Nov 2022
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Colin Leong Joshua Nemecek Jacob Mansdorfer Anna Filighera A. Owodunni Daniel Whitenack VLM AI4CE 386 32 0 26 Oct 2022
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource LanguagesPacific Asia Conference on Language, Information and Computation (PACLIC), 2022 Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 147 4 0 26 Oct 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource SettingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Iker García-Ferrero Rodrigo Agerri German Rigau 164 25 0 23 Oct 2022
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African LanguagesConference on Machine Translation (WMT), 2022 Khalid N. Elmadani Francois Meyer Jan Buys 113 2 0 21 Oct 2022
AfroLID: A Neural Language Identification Tool for African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 247 39 0 21 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African LanguagesConference on Machine Translation (WMT), 2022 Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 313 10 0 19 Oct 2022
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASRSpoken Language Technology Workshop (SLT), 2022 Zhehuai Chen Ankur Bapna Andrew Rosenberg Yu Zhang Bhuvana Ramabhadran Pedro J. Moreno Nanxin Chen 211 17 0 18 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 248 49 0 16 Oct 2022
Rethinking Annotation: Can Language Learners Contribute?Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Haneul Yoo Rifki Afina Putri Changyoon Lee Youngin Lee So-Yeon Ahn Luan Tuyen Chau Alice Oh 177 2 0 13 Oct 2022
Subword Segmental Language Modelling for Nguni LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Francois Meyer Jan Buys 166 6 0 12 Oct 2022
Language Varieties of Italy: Technology Challenges and OpportunitiesTransactions of the Association for Computational Linguistics (TACL), 2022 Alan Ramponi 264 13 0 20 Sep 2022
MaXM: Towards Multilingual Visual Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Soravit Changpinyo Linting Xue Michal Yarom Ashish V. Thapliyal Idan Szpektor J. Amelot Xi Chen Radu Soricut 245 8 0 12 Sep 2022
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation Bryan Li Mohammad Sadegh Rasooli Ajay Patel Chris Callison-Burch 168 4 0 06 Sep 2022
Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022 Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 365 140 0 31 Aug 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Nuno M. Guerreiro Elena Voita André F. T. Martins HILM 273 68 0 10 Aug 2022
The Impact of Data Corruption on Named Entity Recognition for Low-resourced Languages Manuel A. Fokam Michael Beukman 154 0 0 09 Aug 2022
esCorpius: A Massive Spanish Crawling CorpusIberSPEECH Conference (IberSPEECH), 2022 Asier Gutiérrez-Fandiño David Pérez-Fernández Jordi Armengol-Estapé D. Griol Z. Callejas 312 4 0 30 Jun 2022
Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Aditi Chaudhary Arun Sampath Ashwin Sheshadri Antonios Anastasopoulos Graham Neubig AI4Ed 220 4 0 10 Jun 2022
Detecting Label Errors by using Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Derek Chong Jenny Hong Christopher D. Manning NoLa 274 23 0 25 May 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tu Vu Aditya Barua Brian Lester Daniel Cer Mohit Iyyer Noah Constant CLL 317 71 0 25 May 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseWorkshop on Deep Learning Approaches for Low-Resource Natural Language Processing (ALNLP), 2022 Kurt Micallef Albert Gatt Marc Tanti Lonneke van der Plas Claudia Borg 223 33 0 21 May 2022
Evaluation of Transfer Learning for Polish with a Text-to-Text ModelInternational Conference on Language Resources and Evaluation (LREC), 2022 Aleksandra Chrabrowa Lukasz Dragan Karol Grzegorczyk D. Kajtoch Mikołaj Koszowski Robert Mroczkowski Piotr Rybak 188 21 0 18 May 2022
Extracting Latent Steering Vectors from Pretrained Language ModelsFindings (Findings), 2022 Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 178 138 0 10 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Zhiwen Chen Yonghui Wu Macduff Hughes 270 108 0 09 May 2022