Massively Multilingual Word Embeddings

5 February 2016

Papers citing "Massively Multilingual Word Embeddings"

36 / 36 papers shown

Title
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Andrea W Wen-Yi David Mimno 33 14 0 29 Nov 2023
GRI: Graph-based Relative Isomorphism of Word Embedding Spaces Muhammad Asif Ali Yan Hu Jianbin Qin Di Wang 26 4 0 18 Oct 2023
PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity M. Abdous Poorya Piroozfar B. Minaei-Bidgoli 24 1 0 13 May 2023
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 62 23 0 21 Mar 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 43 163 0 18 Mar 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation Xinyi Wang Sebastian Ruder Graham Neubig 39 60 0 17 Mar 2022
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Arij Riabi Benoît Sagot Djamé Seddah 31 15 0 26 Oct 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 40 108 0 31 Aug 2021
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango Jorge A. Pérez Bárbara Poblete 24 9 0 30 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 96 257 0 20 Jan 2021
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 30 17 0 06 Oct 2020
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences Xiangyu Duan Baijun Ji Hao Jia Min Tan Min Zhang Boxing Chen Weihua Luo Yue Zhang 34 38 0 06 Jul 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 34 14 0 20 Apr 2020
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings Masoud Jalili Sabet Philipp Dufter François Yvon Hinrich Schütze 23 226 0 18 Apr 2020
Cross-Lingual Adaptation Using Universal Dependencies Nasrin Taghizadeh Heshaam Faili 45 5 0 24 Mar 2020
On the Limits of Learning to Actively Learn Semantic Representations Omri Koshorek Gabriel Stanovsky Yichu Zhou Vivek Srikumar Jonathan Berant OffRL 13 9 0 05 Oct 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 31 230 0 03 Sep 2019
Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains Navid Rekabsaz Nikolaos Pappas James Henderson B. K. Khonglah S. Madikeri 28 1 0 29 May 2019
Learning Multilingual Word Embeddings Using Image-Text Data K. Singhal K. Raman B. T. Cate VLM 19 10 0 29 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 22 671 0 19 Apr 2019
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Meryem M'hamdi Robert West Andreea Hossmann Michael Baeriswyl C. Musat 24 1 0 23 Mar 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 25 2,708 0 22 Jan 2019
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 11 21 0 22 Dec 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 23 1,344 0 13 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 24 60 0 27 Aug 2018
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking Gourab Kundu Avirup Sil Radu Florian Wael Hamza 21 29 0 26 Jun 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 27 79 0 16 Jun 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 15 36 0 07 Jun 2018
Polyglot Semantic Role Labeling Phoebe Mulcaire Swabha Swayamdipta Noah A. Smith VLM 14 46 0 29 May 2018
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 22 535 0 13 Feb 2017
UsingWord Embedding for Cross-Language Plagiarism Detection J. Ferrero Frédéric Agnès Laurent Besacier D. Schwab 25 57 0 10 Feb 2017
Cross-Lingual Syntactic Transfer with Limited Resources Mohammad Sadegh Rasooli M. Collins 98 45 0 19 Oct 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 10 120 0 09 Aug 2016
Exponential Family Embeddings Maja R. Rudolph Francisco J. R. Ruiz Stephan Mandt David M. Blei 22 107 0 02 Aug 2016