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Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

25 February 2019

Papers citing "Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing"

50 / 113 papers shown

Title
Just Go Parallel: Improving the Multilingual Capabilities of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Muhammad Reza Qorib Junyi Li Hwee Tou Ng LRM 152 3 0 16 Jun 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation Yiyi Chen Qiongkai Xu Johannes Bjerva 321 4 0 16 Feb 2025
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and ModalitiesInternational Conference on Learning Representations (ICLR), 2024 Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 381 34 0 07 Nov 2024
Investigating Idiomaticity in Word RepresentationsComputational Linguistics (CL), 2024 Wei He Tiago Kramer Vieira Marcos García Carolina Scarton M. Idiart Aline Villavicencio 247 1 0 04 Nov 2024
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch Donglin Di Weinan Zhang Yue Zhang Fanglin Wang 242 1 0 24 Oct 2024
A survey of neural-network-based methods utilising comparable data for finding translation equivalents Michaela Denisová Pavel Rychlý 214 0 0 19 Oct 2024
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual InterventionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch LRM 186 11 0 16 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improvingInternational Conference on Learning Representations (ICLR), 2024 Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 438 20 0 11 Oct 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Taelin Karidi Eitan Grossman Omri Abend 218 1 0 07 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 266 2 0 06 Oct 2024
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment Orgest Xhelili Yihong Liu Hinrich Schütze 209 14 0 28 Jun 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding Dongyang Li Taolin Zhang Jiali Deng Longtao Huang Chengyu Wang Xiaofeng He Hui Xue 182 2 0 24 Jun 2024
Probing the Emergence of Cross-lingual Alignment during LLM TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Hetong Wang Pasquale Minervini Edoardo Ponti 298 27 0 19 Jun 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 325 85 0 01 Apr 2024
Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching Piotr Rybak 109 4 0 22 Feb 2024
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Liu LRM 251 29 0 19 Feb 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers Chris Wendler V. Veselovsky Giovanni Monea Robert West 393 205 0 16 Feb 2024
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages Viktor Hangya Silvia Severini Radoslav Ralev Kangyang Luo Hinrich Schütze 193 0 0 21 Nov 2023
Language Agnostic Code EmbeddingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Saiteja Utpala Alex Gu Pin-Yu Chen 156 1 0 25 Oct 2023
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend LRM 157 3 0 20 Oct 2023
GARI: Graph Attention for Relative Isomorphism of Arabic Word Embeddings Muhammad Asif Ali Maha Alshmrani Jianbin Qin Yan Hu Haiyan Zhao 161 4 0 19 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Tao Gui Jingting Ye Menghan Zhang Xuanjing Huang 243 6 0 19 Oct 2023
GRI: Graph-based Relative Isomorphism of Word Embedding SpacesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Muhammad Asif Ali Yan Hu Jianbin Qin Haiyan Zhao 167 4 0 18 Oct 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 157 0 0 07 Oct 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word RepresentationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Gábor Berend 152 11 0 25 Jul 2023
Extracting Text Representations for Terms and Phrases in Technical DomainsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Francesco Fusco Diego Antognini 115 1 0 25 May 2023
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training Henry Tang Ameet Deshpande Karthik Narasimhan 168 7 0 15 Nov 2022
Language Models are Multilingual Chain-of-Thought ReasonersInternational Conference on Learning Representations (ICLR), 2022 Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 483 476 0 06 Oct 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word EmbeddingsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Yile Wang Yue Zhang 130 6 0 20 Aug 2022
MENLI: Robust Evaluation Metrics from Natural Language InferenceTransactions of the Association for Computational Linguistics (TACL), 2022 Yanran Chen Steffen Eger 362 25 0 15 Aug 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot TransferEuropean Conference on Information Retrieval (ECIR), 2022 Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 136 10 0 13 Apr 2022
Cluster & Tune: Boost Cold Start Performance in Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Eyal Shnarch Ariel Gera Alon Halfon Lena Dankin Leshem Choshen R. Aharonov Noam Slonim 158 25 0 20 Mar 2022
A new approach to calculating BERTScore for automatic assessment of translation quality A. Vetrov E. Gorn 210 2 0 10 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Jonas Belouadi Steffen Eger 261 20 0 21 Feb 2022
Compute Trends Across Three Eras of Machine LearningIEEE International Joint Conference on Neural Network (IJCNN), 2022 J. Sevilla Lennart Heim A. Ho T. Besiroglu Marius Hobbhahn Pablo Villalobos 435 347 0 11 Feb 2022
Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature DensityInformation Processing & Management (IPM), 2021 J. Eronen M. Ptaszynski Fumito Masui Aleksander Smywiński-Pohl Gniewosz Leliwa Michal Wroczynski 193 35 0 02 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing Surveys (CSUR), 2021 Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 354 1,322 0 01 Nov 2021
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing Freda Shi Kevin Gimpel Karen Livescu 282 9 0 16 Oct 2021
On the Relation between Syntactic Divergence and Zero-Shot PerformanceConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend 125 4 0 09 Oct 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings Sawsan Alqahtani Garima Lalwani Yi Zhang Salvatore Romeo Saab Mansour OT 113 28 0 06 Oct 2021
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with PseudowordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Taelin Karidi Yichu Zhou Nathan Schneider Omri Abend Vivek Srikumar 178 15 0 23 Sep 2021
Cross-Lingual Text Classification of Transliterated Hindi and Malayalam Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 109 16 0 31 Aug 2021
Cross-lingual Transferring of Pre-trained Contextualized Language Models Zuchao Li Kevin Parnow Hai Zhao Zhuosheng Zhang Rui Wang Masao Utiyama Eiichiro Sumita 103 8 0 27 Jul 2021
Evaluation of contextual embeddings on less-resourced languages Matej Ulvcar Alevs vZagar C. S. Armendariz Andravz Repar Senja Pollak Matthew Purver Marko Robnik-vSikonja 145 12 0 22 Jul 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer Weijia Xu Batool Haider Jason Krone Saab Mansour 128 7 0 21 Jul 2021
Cross-Lingual BERT Contextual Embedding Space Mapping with Isotropic and Isometric Conditions Haoran Xu Philipp Koehn 157 12 0 19 Jul 2021
Cross-lingual alignments of ELMo contextual embeddings Matej Ulčar Marko Robnik-Šikonja 248 20 0 30 Jun 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy Marcos Garcia 113 23 0 25 Jun 2021
LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models Hongyu Gong Vishrav Chaudhary Yuqing Tang Francisco Guzmán 121 3 0 07 Jun 2021
Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon InductionFindings (Findings), 2021 Jinpeng Zhang Baijun Ji Nini Xiao Xiangyu Duan Min Zhang Yangbin Shi Weihua Luo 145 25 0 06 Jun 2021