Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Francisco Guzmán

Luke Zettlemoyer

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

50 / 1,196 papers shown

Title
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind Hongchuan Zeng Hongshen Xu Lu Chen Kai Yu 59 5 0 06 Apr 2024
ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Osvaldo Luamba Quinjica David Ifeoluwa Adelani 46 0 0 03 Apr 2024
Optical Text Recognition in Nepali and Bengali: A Transformer-based Approach Rakib Hasan Aakar Dhakal Kabir Mehedi Annajiat Alim Rasel 27 1 0 03 Apr 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 47 1 0 02 Apr 2024
A Study on Scaling Up Multilingual News Framing Analysis Syeda Sabrina Akter Antonios Anastasopoulos 39 0 0 01 Apr 2024
SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin I. Ahmad ... Thamar Solorio Nirmal Surange Krishnapriya Vishnubhotla Seid Muhie Yimam Saif M. Mohammad 47 11 0 27 Mar 2024
CLASSLA-web: Comparable Web Corpora of South Slavic Languages Enriched with Linguistic and Genre Annotation Nikola Ljubesic Taja Kuzman 38 3 0 19 Mar 2024
Multi-Dimensional Machine Translation Evaluation: Model Evaluation and Resource for Korean Dojun Park Sebastian Padó 42 1 0 19 Mar 2024
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification Korbinian Randl John Pavlopoulos Aron Henriksson Tony Lindgren 36 3 0 18 Mar 2024
HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text Ritesh Kumar Ojaswee Bhalla Madhu Vanthi Shehlat Maknoon Wani Siddharth Singh 46 2 0 17 Mar 2024
Deciphering Hate: Identifying Hateful Memes and Their Targets E. Hossain Omar Sharif M. M. Hoque S. Preum 52 4 0 16 Mar 2024
MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling Tomasz Limisiewicz Terra Blevins Hila Gonen Orevaoghene Ahia Luke Zettlemoyer 30 13 0 15 Mar 2024
Authorship Attribution in Bangla Literature (AABL) via Transfer Learning using ULMFiT Aisha Khatun Anisur Rahman Md. Saiful Islam Hemayet Ahmed Chowdhury A. Tasnim 31 3 0 08 Mar 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs Arijit Nag Animesh Mukherjee Niloy Ganguly Soumen Chakrabarti 46 2 0 08 Mar 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge Xin Zhao Naoki Yoshinaga Daisuke Oba KELM HILM 42 11 0 08 Mar 2024
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset Laura Mascarell Ribin Chalumattu Annette Rios HILM 46 0 0 06 Mar 2024
RADIA -- Radio Advertisement Detection with Intelligent Analytics Jorge Álvarez J. C. Armenteros Camilo Torrón Miguel Ortega-Martín Alfonso Ardoiz ... Íñigo Galdeano Ignacio Garrido Adrián Alonso Fernando Bayón Oleg Vorontsov 31 0 0 06 Mar 2024
What Is Missing in Multilingual Visual Reasoning and How to Fix It Yueqi Song Simran Khanuja Graham Neubig VLM LRM 100 6 0 03 Mar 2024
PeLLE: Encoder-based language models for Brazilian Portuguese based on open data Guilherme Lamartine de Mello Marcelo Finger F. Serras M. Carpi Marcos Menon Jose Pedro Henrique Domingues Paulo Cavalim 39 0 0 29 Feb 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* Rodrigo Santos Joao Silva Luís Gomes João Rodrigues António Branco 46 10 0 29 Feb 2024
Cause and Effect: Can Large Language Models Truly Understand Causality? Swagata Ashwani Kshiteesh Hegde Nishith Reddy Mannuru Mayank Jindal Dushyant Singh Sengar Krishna Chaitanya Rao Kathala Dishant Banga Vinija Jain Aman Chadha LRM 46 18 0 28 Feb 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning Yuiga Wada Kanta Kaneda Daichi Saito Komei Sugiura 39 24 0 28 Feb 2024
NLAS-multi: A Multilingual Corpus of Automatically Generated Natural Language Argumentation Schemes Ramon Ruiz-Dolz Joaquín Taverner John Lawrence Chris Reed 46 8 0 22 Feb 2024
Novi jezički modeli za srpski jezik Mihailo vSkorić 23 0 0 22 Feb 2024
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models Yang Liu Meng Xu Shuo Wang Liner Yang Haoyu Wang ... Cunliang Kong Yun-Nung Chen Yang Liu Maosong Sun Erhong Yang ELM LRM 38 1 0 21 Feb 2024
Understanding the effects of language-specific class imbalance in multilingual fine-tuning Vincent Jung Lonneke van der Plas 23 9 0 20 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 41 1 0 19 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 19 27 0 17 Feb 2024
Fine Tuning Named Entity Extraction Models for the Fantasy Domain Aravinth Sivaganeshan Nisansa de Silva 27 0 0 16 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 26 1 0 08 Feb 2024
Efficient Models for the Detection of Hate, Abuse and Profanity Christoph Tillmann Aashka Trivedi Bishwaranjan Bhattacharjee VLM 21 0 0 08 Feb 2024
Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings Elena Senger Mike Zhang Rob van der Goot Barbara Plank 34 7 0 08 Feb 2024
Share What You Already Know: Cross-Language-Script Transfer and Alignment for Sentiment Detection in Code-Mixed Data Niraj Pahari Kazutaka Shimada 32 0 0 07 Feb 2024
The Use of a Large Language Model for Cyberbullying Detection Bayode Ogunleye Babitha Dharmaraj 31 16 0 06 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 43 0 0 05 Feb 2024
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking Ibraheem Muhammad Moosa Rui Zhang Wenpeng Yin 32 5 0 30 Jan 2024
TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese N. Corrêa Sophia Falk Shiza Fatimah Aniket Sen N. D. Oliveira 30 9 0 30 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 43 1 0 29 Jan 2024
cantnlp@LT-EDI-2024: Automatic Detection of Anti-LGBTQ+ Hate Speech in Under-resourced Languages Sidney Gig-Jan Wong Matthew Durward 19 0 0 28 Jan 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect Jannis Vamvas Noëmi Aepli Rico Sennrich 34 0 0 25 Jan 2024
Improving Antibody Humanness Prediction using Patent Data Talip Uçar Aubin Ramon Dino Oglic Rebecca Croasdale-wood Tom Diethe Pietro Sormanni 33 1 0 25 Jan 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
Authorship Obfuscation in Multilingual Machine-Generated Text Detection Dominik Macko Robert Moro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee Jakub Simko Maria Bielikova DeLMO 40 17 0 15 Jan 2024
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning Linzheng Chai Jian Yang Tao Sun Hongcheng Guo Jiaheng Liu ... Xiannian Liang Jiaqi Bai Tongliang Li Qiyao Peng Zhoujun Li LRM 42 49 0 13 Jan 2024
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization Muhammad Farid Adilazuarda Samuel Cahyawijaya Alham Fikri Aji Genta Indra Winata Ayu Purwarianti 26 5 0 11 Jan 2024
Zero Resource Cross-Lingual Part Of Speech Tagging Sahil Chopra 26 0 0 11 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 26 0 0 06 Jan 2024
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments Neeraj Kumar Singh Koyel Ghosh Joy Mahapatra Utpal Garain Apurbalal Senapati 22 0 0 20 Dec 2023
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? Ibrahim Bouabdallaoui Fatima Guerouate Samya Bouhaddour C. Saadi Mohammed Sbihi 22 0 0 12 Dec 2023
PyThaiNLP: Thai Natural Language Processing in Python Wannaphong Phatthiyaphaibun Korakot Chaovavanich Charin Polpanumas Arthit Suriyawongkul Lalita Lowphansirikul Pattarawat Chormai Peerat Limkonchotiwat Thanathip Suntorntip Can Udomcharoenchaikit 32 89 0 07 Dec 2023