How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

1 February 2019

Papers citing "How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions"

36 / 36 papers shown

Title
Decipherment-Aware Multilingual Learning in Jointly Trained Language Models Grandee Lee 34 0 0 11 Jun 2024
GRI: Graph-based Relative Isomorphism of Word Embedding Spaces Muhammad Asif Ali Yan Hu Jianbin Qin Di Wang 26 4 0 18 Oct 2023
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
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media Aiqi Jiang A. Zubiaga 35 3 0 15 Nov 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 34 10 0 30 Oct 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 35 7 0 25 Oct 2022
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction Zhoujin Tian Chaozhuo Li Shuo Ren Zhiqiang Zuo Zengxuan Wen ... Xiao Han Haizhen Huang Denvy Deng Qi Zhang Xing Xie 36 8 0 18 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
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 40 139 0 12 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 28 8 0 30 Apr 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 72 18 0 16 Oct 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces Kelly Marchisio Youngser Park Ali Saad-Eldin A. Alyakin Kevin Duh Carey Priebe Philipp Koehn 32 4 0 26 Sep 2021
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango Jorge A. Pérez Bárbara Poblete 30 9 0 30 Apr 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples Qianchu Liu Edoardo Ponti Diana McCarthy Ivan Vulić Anna Korhonen 26 17 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 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 24 126 0 31 Dec 2020
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer M. Vidoni Ivan Vulić Goran Glavas 33 27 0 11 Dec 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 Edoardo Ponti Robert Litschko Goran Glavas Anna Korhonen KELM 33 233 0 12 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 36 63 0 06 Oct 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei-Ye Zhao Goran Glavavs 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 Glavas 27 56 0 01 May 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 23 141 0 26 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 77 956 0 24 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 21 82 0 10 Mar 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
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 28 774 0 25 Oct 2019
FacTweet: Profiling Fake News Twitter Accounts Bilal Ghanem Simone Paolo Ponzetto Paolo Rosso GNN 27 19 0 15 Oct 2019
Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English Injy Hamed Moritz Zhu M. Elmahdy Slim Abdennadher Ngoc Thang Vu 22 10 0 24 Sep 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
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors Anne Lauscher Goran Glavas 22 55 0 26 Apr 2019
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavas Simone Paolo Ponzetto Ivan Vulić 65 65 0 02 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments Omer Levy Anders Søgaard Yoav Goldberg 37 66 0 18 Aug 2016