On the Limitations of Unsupervised Bilingual Dictionary Induction

9 May 2018

Papers citing "On the Limitations of Unsupervised Bilingual Dictionary Induction"

50 / 133 papers shown

Title
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices D. Zhou Tianxi Cai Junwei Lu 66 9 0 21 May 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples Qianchu Liu Edoardo Ponti Diana McCarthy Ivan Vulić Anna Korhonen 33 17 0 17 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 29 184 0 15 Apr 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Chenyu You Lidong Bing Luo Si 43 5 0 11 Mar 2021
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Kushal Kedia Abhilash Nandy 27 23 0 14 Feb 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 32 33 0 01 Jan 2021
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring Aitor Ormazabal Mikel Artetxe Aitor Soroa Etxabe Gorka Labaka Eneko Agirre 61 11 0 31 Dec 2020
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 24 128 0 31 Dec 2020
As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages Wietse de Vries Malvina Nissim 33 75 0 10 Dec 2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction Yanyang Li Yingfeng Luo Ye Lin Quan Du Huizhen Wang Shujian Huang Tong Xiao Jingbo Zhu 20 11 0 30 Nov 2020
Unsupervised Word Translation Pairing using Refinement based Point Set Registration Silviu Vlad Oprea Sourav Dutta H. Assem 8 2 0 26 Nov 2020
Morphologically Aware Word-Level Translation Paula Czarnowska Sebastian Ruder Ryan Cotterell Ann A. Copestake 25 1 0 15 Nov 2020
Anchor-based Bilingual Word Embeddings for Low-Resource Languages Tobias Eder Viktor Hangya Alexander Fraser 35 12 0 23 Oct 2020
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 54 8 0 16 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 40 235 0 12 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 26 31 0 06 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 36 17 0 06 Oct 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study Saurabh Kulshreshtha José Luis Redondo García Ching-Yun Chang 24 46 0 29 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 21 33 0 16 Sep 2020
Improving Indonesian Text Classification Using Multilingual Language Model Ilham Firdausi Putra Ayu Purwarianti 13 7 0 12 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
Filtered Inner Product Projection for Crosslingual Embedding Alignment Vin Sachidananda Ziyi Yang Chenguang Zhu 35 1 0 05 Jun 2020
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings Sosuke Nishikawa Ryokan Ri Yoshimasa Tsuruoka 22 4 0 30 May 2020
Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation Shun-Po Chuang Tzu-Wei Sung Alexander H. Liu Hung-yi Lee 18 19 0 21 May 2020
Cross-Lingual Word Embeddings for Turkic Languages Elmurod Kuriyozov Yerai Doval Carlos Gómez-Rodríguez 26 25 0 17 May 2020
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce Juntao Li Chang Liu Jian Wang Lidong Bing Hongsong Li Xiaozhong Liu Dongyan Zhao Rui Yan 27 12 0 17 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 26 63 0 03 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 29 56 0 01 May 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 18 72 0 30 Apr 2020
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space Tasnim Mohiuddin M Saiful Bari Chenyu You 30 50 0 28 Apr 2020
Revisiting the Context Window for Cross-lingual Word Embeddings Ryokan Ri Yoshimasa Tsuruoka 23 7 0 22 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
When Does Unsupervised Machine Translation Work? Kelly Marchisio Kevin Duh Philipp Koehn LRM 30 75 0 12 Apr 2020
A Simple Approach to Learning Unsupervised Multilingual Embeddings Pratik Jawanpuria Mayank Meghwanshi Bamdev Mishra SSL 36 4 0 10 Apr 2020
Are All Good Word Vector Spaces Isomorphic? Ivan Vulić Sebastian Ruder Anders Søgaard VLM 29 64 0 08 Apr 2020
Locality Preserving Loss: Neighbors that Live together, Align together Ashwinkumar Ganesan Frank Ferraro Tim Oates VLM 6 1 0 07 Apr 2020
Understanding Linearity of Cross-Lingual Word Embedding Mappings Xutan Peng Mark Stevenson Chenghua Lin Chen Li 33 5 0 02 Apr 2020
Visual Grounding in Video for Unsupervised Word Translation Gunnar A. Sigurdsson Jean-Baptiste Alayrac Aida Nematzadeh Lucas Smaira Mateusz Malinowski João Carreira Phil Blunsom Andrew Zisserman VGen 27 49 0 11 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 26 82 0 10 Mar 2020
Refinement of Unsupervised Cross-Lingual Word Embeddings Magdalena Biesialska Marta R. Costa-jussá SSL 6 4 0 21 Feb 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 44 192 0 10 Feb 2020
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures Haim Dubossarsky Ivan Vulić Roi Reichart Anna Korhonen 28 2 0 30 Jan 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 28 25 0 28 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 36 33 0 04 Jan 2020
Robust Cross-lingual Embeddings from Parallel Sentences A. Sabet Prakhar Gupta Jean-Baptiste Cordonnier Robert West Martin Jaggi 16 15 0 28 Dec 2019
Zero-Resource Cross-Lingual Named Entity Recognition M Saiful Bari Chenyu You Prathyusha Jwalapuram 36 51 0 22 Nov 2019
Instance-based Transfer Learning for Multilingual Deep Retrieval Andrew O. Arnold William W. Cohen LRM 9 2 0 08 Nov 2019
Interactive Refinement of Cross-Lingual Word Embeddings Michelle Yuan Mozhi Zhang Benjamin Van Durme Leah Findlater Jordan L. Boyd-Graber 17 42 0 08 Nov 2019
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? Hila Gonen Yova Kementchedjhieva Yoav Goldberg FaML 27 22 0 30 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 28 780 0 25 Oct 2019