Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Francisco Guzmán

Luke Zettlemoyer

Papers citing "Unsupervised Cross-lingual Representation Learning at Scale"

50 / 1,203 papers shown

Title
Graecia capta ferum victorem cepit. Detecting Latin Allusions to Ancient Greek Literature Frederick Riemenschneider Anette Frank 22 1 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 57 14 0 23 Aug 2023
Improving Continuous Sign Language Recognition with Cross-Lingual Signs Fangyun Wei Yutong Chen SLR 30 28 0 21 Aug 2023
AltDiffusion: A Multilingual Text-to-Image Diffusion Model Fulong Ye Guangyi Liu Xinya Wu Ledell Yu Wu VLM 42 25 0 19 Aug 2023
A User-Centered Evaluation of Spanish Text Simplification Adrian de Wynter Anthony Hevia Si-Qing Chen 34 0 0 15 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 46 3 0 08 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 44 133 0 29 Jul 2023
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering Khiem Vinh Tran Kiet Van Nguyen Ngan Luu-Thuy Nguyen ViT 33 2 0 28 Jul 2023
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training Mohammad Majd Saad Al Deen Maren Pielka Jörn Hees Bouthaina Soulef Abdou R. Sifa 36 0 0 27 Jul 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 38 10 0 26 Jul 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 38 7 0 25 Jul 2023
Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages Sunisth Kumar D. Liu Alexandre Boulenger 26 1 0 16 Jul 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 39 8 0 15 Jul 2023
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models James OÑeill Sourav Dutta VLM MQ 42 1 0 12 Jul 2023
Testing the Predictions of Surprisal Theory in 11 Languages Ethan Gotlieb Wilcox Tiago Pimentel Clara Meister Ryan Cotterell R. Levy LRM 54 63 0 07 Jul 2023
MultiVENT: Multilingual Videos of Events with Aligned Natural Text Kate Sanders David Etter Reno Kriz Benjamin Van Durme VGen 42 7 0 06 Jul 2023
Real-time Workload Pattern Analysis for Large-scale Cloud Databases Jiaqi Wang Tianyi Li Anni Wang Xiaoze Liu Lu Chen Jie Chen Jianye Liu Junyang Wu Feifei Li Yunjun Gao 45 15 0 05 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 37 24 0 03 Jul 2023
NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning K. Yuksel Thiago Castro Ferreira Golara Javadi Mohamed El-Badrashiny Ahmet Gunduz 26 4 0 21 Jun 2023
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing Ye Ma Mingming Sun P. Li GNN 31 1 0 21 Jun 2023
End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection Jaemin Yoo Lingxiao Zhao Leman Akoglu 30 4 0 21 Jun 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 30 7 0 20 Jun 2023
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation Andrei-Marius Avram V. Mititelu V. Pais Dumitru-Clementin Cercel Stefan Trausan-Matu 43 3 0 17 Jun 2023
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark Lukasz Augustyniak Szymon Wo'zniak Marcin Gruza Piotr Gramacki Krzysztof Rajda M. Morzy Tomasz Kajdanowicz 33 5 0 13 Jun 2023
NoCoLA: The Norwegian Corpus of Linguistic Acceptability Matias Jentoft David Samuel 30 11 0 13 Jun 2023
Morphosyntactic probing of multilingual BERT models Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 35 9 0 09 Jun 2023
Can current NLI systems handle German word order? Investigating language model performance on a new German challenge set of minimal pairs Ines Reinig K. Markert 27 0 0 07 Jun 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? X. Fontaine Félix Gaschi Parisa Rastin Y. Toussaint 40 8 0 07 Jun 2023
Which Argumentative Aspects of Hate Speech in Social Media can be reliably identified? D. Furman Pablo E. Torres José Raúl Rodríguez Rodríguez Diego Letzen María Vanina Martínez Laura Alonso Alemany 19 7 0 05 Jun 2023
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers Félix Gaschi Patricio Cerda Parisa Rastin Y. Toussaint 30 9 0 05 Jun 2023
Cross-Lingual Transfer with Target Language-Ready Task Adapters Marinela Parović Alan Ansell Ivan Vulić Anna Korhonen 40 9 0 05 Jun 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model Hoyeon Lee Hyun-Wook Yoon Jong-Hwan Kim Jae-Min Kim VLM 32 0 0 05 Jun 2023
Unsupervised Paraphrasing of Multiword Expressions Takashi Wada Yuji Matsumoto Timothy Baldwin Jey Han Lau 34 0 0 02 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 47 14 0 01 Jun 2023
Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning Baohao Liao Shaomu Tan Christof Monz KELM 23 29 0 01 Jun 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander Fraser 30 6 0 01 Jun 2023
FEED PETs: Further Experimentation and Expansion on the Disambiguation of Potentially Euphemistic Terms Patrick Lee Iyanuoluwa Shode Alain Chirino Trujillo Yuan Zhao O. E. Ojo Diana Cuervas Plancarte Anna Feldman J. Peng 29 6 0 31 May 2023
MetaXLR -- Mixed Language Meta Representation Transformation for Low-resource Cross-lingual Learning based on Multi-Armed Bandit L. Bezalel Eyal Orgad 18 0 0 31 May 2023
Findings of the VarDial Evaluation Campaign 2023 Noëmi Aepli Çagri Çöltekin Rob van der Goot T. Jauhiainen Mourhaf Kazzaz Nikola Ljubesic Kai North Barbara Plank Yves Scherrer Marcos Zampieri 19 29 0 31 May 2023
Translation-Enhanced Multilingual Text-to-Image Generation Yaoyiran Li Ching-Yun Chang Stephen Rawls Ivan Vulić Anna Korhonen 29 8 0 30 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation Md Mahfuz Ibn Alam Sina Ahmadi Antonios Anastasopoulos 30 6 0 26 May 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency Baohao Liao Yan Meng Christof Monz 24 49 0 26 May 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation Marco Bellagente Manuel Brack H. Teufel Felix Friedrich Bjorn Deiseroth ... Koen Oostermeijer Andres Felipe Cruz Salinas P. Schramowski Kristian Kersting Samuel Weinbach 45 16 0 24 May 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 51 7 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 49 54 0 24 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei Xu 37 86 0 23 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 32 70 0 23 May 2023
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models Neha Verma Kenton W. Murray Kevin Duh 21 0 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 32 2 0 23 May 2023