Title
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 309 21 0 14 Nov 2023
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tingfeng Cao Chengyu Wang Chuanqi Tan Jun Huang Jinhui Zhu 173 0 0 12 Nov 2023
mahaNLP: A Marathi Natural Language Processing LibraryInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Vidula Magdum Omkar Dhekane Sharayu Hiwarkhedkar Saloni Mittal Raviraj Joshi 219 5 0 05 Nov 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation LearningNeural Information Processing Systems (NeurIPS), 2023 Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 241 3 0 26 Oct 2023
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLUConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fajri Koto Nurul Aisyah Jinyan Su Timothy Baldwin AI4Ed LRM ELM 293 57 0 07 Oct 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual TransferInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 137 6 0 19 Sep 2023
Contextual Label Projection for Cross-Lingual Structured PredictionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 316 9 0 16 Sep 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning Meryem M'hamdi Jonathan May Franck Dernoncourt Trung Bui Seunghyun Yoon FedML 195 2 0 15 Sep 2023
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 David Ifeoluwa Adelani Hannah Liu Xiaoyu Shen Nikita Vassilyev Jesujoba Oluwadara Alabi Yanke Mao Haonan Gao Annie En-Shiun Lee ELM 340 123 0 14 Sep 2023
Multilingual Text Representation Fahim Faisal 181 0 0 02 Sep 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingConference on Natural Language Processing (NLP), 2023 Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 211 11 0 15 Jul 2023
Empowering Cross-lingual Behavioral Testing of NLP Models with Typological FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ester Hlavnova Sebastian Ruder 229 7 0 11 Jul 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 265 54 0 12 Jun 2023
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Wenxuan Zhang Sharifah Mahani Aljunied Chang Gao Yew Ken Chia Lidong Bing ELM 294 123 0 08 Jun 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Momchil Hardalov Pepa Atanasova Todor Mihaylov G. Angelova K. Simov P. Osenova Ves Stoyanov Ivan Koychev Preslav Nakov Dragomir R. Radev ELM FedML 254 9 0 04 Jun 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fabian David Schmidt Ivan Vulić Goran Glavaš 185 11 0 26 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 299 80 0 24 May 2023
GlobalBench: A Benchmark for Global Progress in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yueqi Song Catherine Cui Simran Khanuja Pengfei Liu Fahim Faisal ... Alham Fikri Aji Samuel Cahyawijaya Yulia Tsvetkov Antonios Anastasopoulos Graham Neubig 276 10 0 24 May 2023
Revisiting Machine Translation for Cross-lingual ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mikel Artetxe Vedanuj Goswami Shruti Bhosale Angela Fan Luke Zettlemoyer LRM 196 46 0 23 May 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language HallucinationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jonas Pfeiffer Francesco Piccinno Massimo Nicosia Xinyi Wang Machel Reid Sebastian Ruder VLM LRM 256 32 0 23 May 2023
DUMB: A Benchmark for Smart Evaluation of Dutch Models Wietse de Vries Martijn B. Wieling Malvina Nissim ELM ALM MoE 221 8 0 22 May 2023
Multilingual Simplification of Medical TextsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sebastian Antony Joseph Kathryn Kazanas Keziah Reina Vishnesh J. Ramanathan Wei Xu Byron C. Wallace Junyi Jessy Li 278 17 0 21 May 2023
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation Lei Shen Shuai Yu Xiaoyu Shen 120 0 0 21 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 306 46 0 19 May 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple sensesIEEE Games Entertainment Media Conference (IEEE GEM), 2023 Xenia Ohmer Elia Bruni Dieuwke Hupkes LRM 279 17 0 19 May 2023
What's the Meaning of Superhuman Performance in Today's NLU?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Simone Tedeschi Johan Bos T. Declerck Jan Hajic Daniel Hershcovich ... Simon Krek Steven Schockaert Rico Sennrich Ekaterina Shutova Roberto Navigli ELM LM&MA VLM ReLM LRM 288 37 0 15 May 2023
MEGA: Multilingual Evaluation of Generative AIConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 533 343 0 22 Mar 2023
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual TransferConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Shanu Kumar Abbaraju Soujanya Sandipan Dandapat Sunayana Sitaram Monojit Choudhury VLM 178 1 0 04 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 421 102 0 22 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense RetrievalInternational Conference on Learning Representations (ICLR), 2023 Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 355 8 0 03 Feb 2023
Zero-shot cross-lingual transfer language selection using linguistic similarityInformation Processing & Management (IPM), 2023 J. Eronen M. Ptaszynski Fumito Masui 218 47 0 31 Jan 2023
Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base Víctor Suárez-Paniagua Steven Derby Tri Kurniawan Wijaya 108 0 0 22 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 285 60 0 21 Dec 2022
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 264 18 0 20 Dec 2022
Extrinsic Evaluation of Machine Translation MetricsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nikita Moghe Tom Sherborne Mark Steedman Alexandra Birch ELM 236 23 0 20 Dec 2022
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 A. Mhaske Harsh Kedia Sumanth Doddapaneni Mitesh M. Khapra Pratyush Kumar V. Rudramurthy Anoop Kunchukuttan 274 40 0 20 Dec 2022
On the Blind Spots of Model-Based Evaluation Metrics for Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Dong Wang James R. Glass Yulia Tsvetkov 375 59 0 20 Dec 2022
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 301 49 0 19 Dec 2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 207 4 0 15 Dec 2022
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Sumanth Doddapaneni Rahul Aralikatte Gowtham Ramesh Shreyansh Goyal Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar ELM 319 113 0 11 Dec 2022
QAmeleon: Multilingual QA with Only 5 ExamplesTransactions of the Association for Computational Linguistics (TACL), 2022 Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 215 32 0 15 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 244 14 0 31 Oct 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 David Ifeoluwa Adelani Graham Neubig Sebastian Ruder Shruti Rijhwani Michael Beukman ... Idris Abdulmumin Odunayo Ogundepo Oreen Yousuf Tatiana Moteu Ngoli Dietrich Klakow 283 51 0 22 Oct 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Lifu Tu Caiming Xiong Yingbo Zhou VLM AAML LRM 321 30 0 22 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 184 12 0 20 Oct 2022
Predicting Fine-Tuning Performance with ProbingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zining Zhu Soroosh Shahtalebi Frank Rudzicz 171 12 0 13 Oct 2022
Multilingual Representation Distillation with Contrastive LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 172 22 0 10 Oct 2022
Language Models are Multilingual Chain-of-Thought ReasonersInternational Conference on Learning Representations (ICLR), 2022 Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 579 483 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and reviewNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Robert Bamler Zhijing Jin 612 131 0 06 Oct 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 286 20 0 25 Sep 2022