Title
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks Iker García-Ferrero Rodrigo Agerri German Rigau 102 16 0 20 Dec 2022
IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation metrics for Indian Languages Ananya B. Sai Vignesh Nagarajan Tanay Dixit Raj Dabre Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 133 24 0 20 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 54 4 0 19 Dec 2022
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model Yeskendir Koishekenov Alexandre Berard Vassilina Nikoulina MoE 84 31 0 19 Dec 2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 127 50 0 19 Dec 2022
WACO: Word-Aligned Contrastive Learning for Speech Translation Siqi Ouyang Rong Ye Lei Li 104 28 0 19 Dec 2022
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 222 15 0 18 Dec 2022
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric Mingda Chen Paul-Ambroise Duquenne Pierre Yves Andrews Justine T. Kao Alexandre Mourachko Holger Schwenk Marta R. Costa-jussá 65 18 0 16 Dec 2022
Multi-VALUE: A Framework for Cross-Dialectal English NLP Caleb Ziems William B. Held Jingfeng Yang Jwala Dhamala Rahul Gupta Diyi Yang 131 44 0 15 Dec 2022
Causes and Cures for Interference in Multilingual Translation Uri Shaham Maha Elbayad Vedanuj Goswami Omer Levy Shruti Bhosale 97 26 0 14 Dec 2022
The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition C. Hench Charith Peris Jack G. M. FitzGerald Kay Rottmann 76 3 0 13 Dec 2022
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Sumanth Doddapaneni Rahul Aralikatte Gowtham Ramesh Shreyansh Goyal Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar ELM 107 86 0 11 Dec 2022
Demystifying Prompts in Language Models via Perplexity Estimation Hila Gonen Srini Iyer Terra Blevins Noah A. Smith Luke Zettlemoyer LRM 156 214 0 08 Dec 2022
Frustratingly Easy Label Projection for Cross-lingual Transfer Yang Chen Chao Jiang Alan Ritter Wei Xu 97 32 0 28 Nov 2022
Artificial Interrogation for Attributing Language Models Farhan Dhanani Muhammad Rafi 34 1 0 20 Nov 2022
Towards Building Text-To-Speech Systems for the Next Billion Users Gokul Karthik Kumar V. PraveenS. Pratyush Kumar Mitesh M. Khapra Karthik Nandakumar 92 22 0 17 Nov 2022
Hierarchical Phrase-based Sequence-to-Sequence Learning Bailin Wang Ivan Titov Jacob Andreas Yoon Kim 68 7 0 15 Nov 2022
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 78 2 0 14 Nov 2022
Speech-to-Speech Translation For A Real-world Unwritten Language Peng-Jen Chen Ke M. Tran Yilin Yang Jingfei Du Justine T. Kao ... Sravya Popuri Changhan Wang J. Pino Wei-Ning Hsu Ann Lee 93 26 0 11 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 102 38 0 08 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu Jan Niehues 37 5 0 02 Nov 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics Chantal Amrhein Nikita Moghe Liane Guillou ELM 106 23 0 27 Oct 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models Mathieu Grosso Pirashanth Ratnamogan Alexis Mathey William Vanhuffel Michael Fotso Fotso 54 3 0 26 Oct 2022
Contrastive Search Is What You Need For Neural Text Generation Yixuan Su Nigel Collier 91 53 0 25 Oct 2022
Joint Speech Translation and Named Entity Recognition Marco Gaido Sara Papi Matteo Negri Marco Turchi 89 3 0 21 Oct 2022
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages Khalid N. Elmadani Francois Meyer Jan Buys 52 2 0 21 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 138 2 0 21 Oct 2022
The VolcTrans System for WMT22 Multilingual Machine Translation Task Xian Qian Kai Hu Jiaqiang Wang Yifeng Liu Xingyuan Pan Jun Cao Mingxuan Wang 89 1 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 105 9 0 19 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 93 15 0 18 Oct 2022
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment Abdullatif Köksal Silvia Severini Hinrich Schütze 73 0 0 12 Oct 2022
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning Lifeng Han G. Erofeev Irina Sorokina Serge Gladkoff Goran Nenadic 66 8 0 12 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation Long Phan Tai Dang H. Tran Trieu H. Trinh Vy Phan Lam D. Chau Minh-Thang Luong 56 8 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 77 16 0 10 Oct 2022
Meta-Principled Family of Hyperparameter Scaling Strategies Sho Yaida 111 16 0 10 Oct 2022
Toxicity in Multilingual Machine Translation at Scale Marta R. Costa-jussá Eric Michael Smith C. Ropers Daniel Licht Jean Maillard Javier Ferrando Carlos Escolano 96 27 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 270 99 0 06 Oct 2022
Text Characterization Toolkit Daniel Simig Tianlu Wang Verna Dankers Peter Henderson Khuyagbaatar Batsuren Dieuwke Hupkes Mona T. Diab 64 0 0 04 Oct 2022
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang Furu Wei Wai Lam 52 0 0 28 Sep 2022
Language Varieties of Italy: Technology Challenges and Opportunities Alan Ramponi 85 7 0 20 Sep 2022
The first neural machine translation system for the Erzya language David Dale 115 7 0 19 Sep 2022
Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It Lifeng Han G. Erofeev Irina Sorokina Serge Gladkoff Goran Nenadic LM&MA 64 7 0 15 Sep 2022
Kencorpus: A Kenyan Language Corpus of Swahili, Dholuo and Luhya for Natural Language Processing Tasks B. Wanjawa Lilian D. A. Wanzare F. Indede Owen McOnyango Edward Ombui Lawrence Muchemi 54 18 0 25 Aug 2022
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Tahir Javed Kaushal Bhogale A. Raman Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra ELM 90 26 0 24 Aug 2022
Text to Image Generation: Leaving no Language Behind Pedro Reviriego Elena Merino-Gómez VLM 49 13 0 19 Aug 2022
Silo NLP's Participation at WAT2022 Shantipriya Parida Subhadarshi Panda Stig-Arne Gronroos Mark Granroth-Wilding Mika Koistinen 58 3 0 02 Aug 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 118 39 0 22 Jun 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages Kevin Heffernan Onur cCelebi Holger Schwenk 149 55 0 25 May 2022
Multilingual Machine Translation with Hyper-Adapters Christos Baziotis Mikel Artetxe James Cross Shruti Bhosale 124 23 0 22 May 2022
Aksharantar: Open Indic-language Transliteration datasets and models for the Next Billion Users Yash Madhani Sushane Parthan Priyanka A. Bedekar N. Gokul Ruchi Khapra Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 73 26 0 06 May 2022