v1v2 (latest)

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

26 December 2018

Mikel Artetxe

Holger Schwenk

3DV

ArXiv (abs)PDF HTML Github (3640★)

Papers citing "Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond"

50 / 298 papers shown

Title
Noisy Parallel Data Alignment Ruoyu Xie Antonios Anastasopoulos 56 3 0 23 Jan 2023
Language Embeddings Sometimes Contain Typological Generalizations Robert Östling Murathan Kurfali NAI 115 11 0 19 Jan 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 74 49 0 18 Jan 2023
Automatic Text Simplification of News Articles in the Context of Public Broadcasting Diego Maupomé Fanny Rancourt T. Soulas Alexandre Lachance Marie-Jean Meurs ... Olivier Brochu Dufour Igor Pontes Rémi Cardon Michel Simard Sowmya Vajjala 100 0 0 26 Dec 2022
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval John Wieting J. Clark William W. Cohen Graham Neubig Taylor Berg-Kirkpatrick 96 6 0 21 Dec 2022
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks Iker García-Ferrero Rodrigo Agerri German Rigau 99 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
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data Mozhdeh Gheini Tatiana Likhomanenko Matthias Sperber Hendra Setiawan 90 5 0 20 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 108 22 0 19 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting 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 147 89 0 19 Dec 2022
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 227 73 0 16 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
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 92 0 0 15 Dec 2022
Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang W. Lam Furu Wei 60 4 0 15 Dec 2022
Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement S. Imtiaz Fraol Batole Astha Singh Rangeet Pan Breno Dantas Cruz Hridesh Rajan 38 7 0 09 Dec 2022
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 263 624 0 07 Dec 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 91 26 0 11 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 93 33 0 11 Nov 2022
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 71 3 0 09 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
Very Low Resource Sentence Alignment: Luhya and Swahili E. Chimoto Bruce A. Bassett CVBM 68 10 0 31 Oct 2022
Domain Adaptation of Machine Translation with Crowdworkers Makoto Morishita Jun Suzuki Masaaki Nagata 44 3 0 28 Oct 2022
RuCoLA: Russian Corpus of Linguistic Acceptability Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 80 29 0 23 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 110 9 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 98 9 0 19 Oct 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 68 10 0 18 Oct 2022
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers William B. Held Diyi Yang VLM 102 6 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 75 16 0 10 Oct 2022
Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning Yabing Wang Jianfeng Dong Tianxiang Liang Minsong Zhang Rui Cai Xun Wang 97 20 0 26 Aug 2022
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Vinura Dhananjaya Piyumal Demotte Surangika Ranathunga Sanath Jayasena 72 15 0 16 Aug 2022
Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Slawomir Dadas 56 5 0 26 Jul 2022
Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation Félix Gaschi François Plesse Parisa Rastin Y. Toussaint 68 8 0 19 Jul 2022
Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices Amit Chaulwar Lukas Malik Maciej Krajewski Felix Reichel Leif-Nissen Lundbæk M. Huth B. Matejczyk VLM 32 3 0 29 Jun 2022
Endowing Language Models with Multimodal Knowledge Graph Representations Ningyuan Huang Y. Deshpande Yibo Liu Houda Alberts Kyunghyun Cho Clara Vania Iacer Calixto VLM 72 16 0 27 Jun 2022
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs Gabriel Amaral Marcis Pinnis Inguna Skadicna Odinaldo Rodrigues Elena Simperl 47 3 0 17 Jun 2022
Finetuning a Kalaallisut-English machine translation system using web-crawled data Alex Jones 51 2 0 05 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 62 30 0 03 Jun 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 63 2 0 02 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 Normalization of Temporal Expressions with Masked Language Models Lukas Lange Jannik Strötgen Heike Adel Dietrich Klakow 56 6 0 20 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 65 37 0 17 May 2022
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages Kabir Ahuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury LRM 95 16 0 12 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 66 31 0 09 May 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 108 64 0 01 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 96 9 0 30 Apr 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Haoran Xu Kenton W. Murray 81 12 0 29 Apr 2022
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? Zhuoyuan Mao Chenhui Chu Raj Dabre Haiyue Song Zhen Wan Sadao Kurohashi 64 3 0 26 Apr 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 70 3 0 19 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 56 7 0 13 Apr 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 83 13 0 12 Apr 2022