Offline bilingual word vectors, orthogonal transformations and the inverted softmax

13 February 2017

Papers citing "Offline bilingual word vectors, orthogonal transformations and the inverted softmax"

50 / 78 papers shown

Title
Prediction hubs are context-informed frequent tokens in LLMs Beatrix M. G. Nielsen Iuri Macocco Marco Baroni 136 1 0 17 Feb 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation Yiyi Chen Qiongkai Xu Johannes Bjerva 49 0 0 16 Feb 2025
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 85 1 0 18 Dec 2024
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 54 10 0 07 Nov 2024
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and Challenges Aiqi Jiang A. Zubiaga AAML 31 3 0 17 Jan 2024
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 39 11 0 29 Nov 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 38 7 0 25 Jul 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 31 31 0 04 Apr 2023
PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation Alireza Salemi Amirhossein Abaskohi Sara Tavakoli Yadollah Yaghoobzadeh A. Shakery AIMat 24 0 0 03 Apr 2023
Language Embeddings Sometimes Contain Typological Generalizations Robert Östling Murathan Kurfali NAI 36 9 0 19 Jan 2023
Cross Version Defect Prediction with Class Dependency Embeddings Moti Cohen Lior Rokach Rami Puzis 6 1 0 29 Dec 2022
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces Prince Osei Aboagye Yan Zheng Michael Yeh Junpeng Wang Zhongfang Zhuang Huiyuan Chen Liang Wang Wei Zhang J. M. Phillips OT 17 4 0 05 Dec 2022
GULP: a prediction-based metric between representations Enric Boix Adserà Hannah Lawrence George Stepaniants Philippe Rigollet 46 11 0 12 Oct 2022
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation Liping Tang Zhen Li Zhiquan Luo Helen Meng OOD 23 0 0 07 Oct 2022
TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval Yuqi Liu Pengfei Xiong Luhui Xu Shengming Cao Qin Jin 39 114 0 16 Jul 2022
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content Chia-Hsuan Chang Lei Wang Christopher C. Yang 32 1 0 23 Jun 2022
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment Tuan Dinh Jy-yong Sohn Shashank Rajput Timothy Ossowski Yifei Ming Junjie Hu Dimitris Papailiopoulos Kangwook Lee 28 0 0 23 May 2022
Unsupervised Alignment of Distributional Word Embeddings Aissatou Diallo Johannes Fürnkranz 20 0 0 09 Mar 2022
Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs Chengjin Xu Fenglong Su Jens Lehmann AI4TS 22 49 0 04 Mar 2022
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 27 84 0 23 Dec 2021
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data Kemal Kurniawan Lea Frermann P. Schulz Trevor Cohn 35 0 0 08 Oct 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 142 92 0 13 Sep 2021
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes Tomasz Limisiewicz David Marevcek 11 3 0 10 Sep 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 29 71 0 26 Jan 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 26 32 0 01 Jan 2021
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Jingyi He Kc Tsiolis Kian Kenyon-Dean Jackie C.K. Cheung 75 7 0 05 Nov 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 50 25 0 23 Oct 2020
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 47 8 0 16 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić E. Ponti Robert Litschko Goran Glavas Anna Korhonen KELM 33 233 0 12 Oct 2020
Relational Reflection Entity Alignment Xin Mao Wenting Wang Huimin Xu Yuanbin Wu Man Lan 25 131 0 18 Aug 2020
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning Guillem Ramírez Rumen Dangovski Preslav Nakov M. Soljavcić 19 8 0 18 Jul 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data Qianhui Wu Zijia Lin Börje F. Karlsson Biqing Huang Jian-Guang Lou 21 46 0 15 Jul 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 37 38 0 06 Jul 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text Lukas Lange Anastasiia Iurshina Heike Adel Jannik Strötgen 30 29 0 19 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 22 12 0 17 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 Glavas 27 56 0 01 May 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
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 21 82 0 10 Mar 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 44 191 0 10 Feb 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 25 25 0 28 Jan 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation Goran Glavas Swapna Somasundaran VLM 23 55 0 03 Jan 2020
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model Timothee Mickus Denis Paperno Mathieu Constant Kees van Deemter 26 45 0 13 Nov 2019
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT Nina Poerner Ulli Waltinger Hinrich Schütze 11 156 0 09 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 25 21 0 31 Oct 2019
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment Piotr Bojanowski Onur Çelebi Tomáš Mikolov Edouard Grave Armand Joulin 25 11 0 14 Oct 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavas Simone Paolo Ponzetto Ivan Vulić 29 62 0 13 Sep 2019
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 24 282 0 29 Aug 2019
Unsupervised Adversarial Graph Alignment with Graph Embedding Chaoqi Chen Weiping Xie Tingyang Xu Yu Rong Wenbing Huang Xinghao Ding Yue Huang Junzhou Huang 19 15 0 01 Jul 2019