Improving Multilingual Sentence Embedding using Bi-directional Dual
Encoder with Additive Margin Softmax

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

22 February 2019

Gustavo Hernández Ábrego

Daniel Matthew Cer

Papers citing "Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax"

19 / 69 papers shown

Title
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 13 23 0 21 Jan 2021
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Matthew Cer Jax Law Eric F. Darve SSL 19 57 0 28 Dec 2020
Text-to-Image Generation Grounded by Fine-Grained User Attention Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang DiffM 6 58 0 07 Nov 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 18 56 0 15 Oct 2020
ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Ali Najafi Araz Gholipour-Shilabin Rahim Dehkharghani Ali Mohammadpur-Fard M. Asgari-Chenaghlu 6 1 0 11 Oct 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Matthew Cer N. Arivazhagan Wei Wang 14 867 0 03 Jul 2020
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO Zarana Parekh Jason Baldridge Daniel Matthew Cer Austin Waters Yinfei Yang 11 61 0 30 Apr 2020
Bilingual Text Extraction as Reading Comprehension Katsuki Chousa Masaaki Nagata Masaaki Nishino 6 0 0 29 Apr 2020
CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data Youngjae Yu Seunghwan Lee Yuncheol Choi Gunhee Kim CoGe 14 37 0 27 Mar 2020
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance Ahmed El-Kishky Francisco Guzmán 11 15 0 31 Jan 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs Zuohui Fu Yikun Xian Shijie Geng Yingqiang Ge Yuting Wang Xin Dong Guang Wang Gerard de Melo 14 20 0 29 Jan 2020
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 25 254 0 10 Nov 2019
Large-scale representation learning from visually grounded untranscribed speech Gabriel Ilharco Yuan Zhang Jason Baldridge SSL 14 60 0 19 Sep 2019
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Wataru Hirota Yoshihiko Suhara Behzad Golshan W. Tan 23 5 0 15 Sep 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang Ye Tian Jiquan Ngiam Yinfei Yang Isaac Caswell Zarana Parekh 17 39 0 28 Aug 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 24 398 0 10 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Matthew Cer RALM 6 53 0 10 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Matthew Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 24 474 0 09 Jul 2019
Hierarchical Document Encoder for Parallel Corpus Mining Mandy Guo Yinfei Yang K. Stevens Daniel Matthew Cer Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 22 23 0 20 Jun 2019