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FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding

10 September 2020

Papers citing "FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding"

26 / 26 papers shown

Title
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 118 0 0 12 Jan 2025
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension Tingfeng Cao Chengyu Wang Chuanqi Tan Jun Huang Jinhui Zhu 89 0 0 12 Nov 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 84 0 0 07 Oct 2023
Gradient Sparsification For Masked Fine-Tuning of Transformers J. Ó. Neill Sourav Dutta 49 0 0 19 Jul 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging Fabian David Schmidt Ivan Vulić Goran Glavaš 75 9 0 26 May 2023
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition Jiali Zeng Yu Jiang Yongjing Yin Xu Wang Binghuai Lin Yunbo Cao 80 3 0 15 Nov 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 101 4 0 22 Oct 2022
Enhancing Cross-lingual Transfer by Manifold Mixup Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 62 45 0 09 May 2022
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 36 14 0 06 Sep 2021
Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng Li Dong Shaohan Huang Wenhui Wang Zewen Chi Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei 60 58 0 15 Jun 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents Li Dong Matthew C. Spencer Amir Biagi 45 3 0 10 Jun 2021
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation Linjie Li Jie Lei Zhe Gan Licheng Yu Yen-Chun Chen ... Tamara L. Berg Joey Tianyi Zhou Jingjing Liu Lijuan Wang Zicheng Liu VLM 112 103 0 08 Jun 2021
MergeDistill: Merging Pre-trained Language Models using Distillation Simran Khanuja Melvin Johnson Partha P. Talukdar 84 16 0 05 Jun 2021
nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models? Mihir Kale Aditya Siddhant Noah Constant Melvin Johnson Rami Al-Rfou Linting Xue LRM 70 25 0 03 Jun 2021
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment Milan Gritta Ignacio Iacobacci 80 21 0 06 May 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 93 190 0 15 Apr 2021
MuRIL: Multilingual Representations for Indian Languages Simran Khanuja Diksha Bansal Sarvesh Mehtani Savya Khosla Atreyee Dey ... Shachi Dave Shruti Gupta Subhash Chandra Bose Gali Vishnu Subramanian Partha P. Talukdar 107 292 0 19 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 48 11 0 17 Mar 2021
Distilling Large Language Models into Tiny and Effective Students using pQRNN P. Kaliamoorthi Aditya Siddhant Edward Li Melvin Johnson MQ 60 17 0 21 Jan 2021
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 71 5 0 28 Dec 2020
Globetrotter: Connecting Languages by Connecting Images Dídac Surís Dave Epstein Carl Vondrick VLM 74 9 0 08 Dec 2020
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation Fuli Luo Wei Wang Jiahao Liu Yijia Liu Bin Bi Songfang Huang Fei Huang Luo Si 111 52 0 30 Oct 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 177 143 0 24 Oct 2020
DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries Aditi Chaudhary K. Raman Krishna Srinivasan Jiecao Chen 81 25 0 23 Oct 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 182 2,569 0 22 Oct 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 237 613 0 10 Mar 2020