Language-agnostic BERT Sentence Embedding

3 July 2020

Papers citing "Language-agnostic BERT Sentence Embedding"

50 / 125 papers shown

Title
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages Israel Abebe Azime Sana Al-Azzawi A. Tonja Iyanuoluwa Shode Jesujoba Oluwadara Alabi ... Mardiyyah Oduwole Tosin P. Adewumi Samuel Fanijo Oyinkansola F. Awosan Oreen Yousuf 25 1 0 13 Apr 2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 27 0 0 30 Mar 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 35 141 0 28 Mar 2023
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings Ulf A. Hamster Ji-Ung Lee Alexander Geyken Iryna Gurevych 34 0 0 13 Mar 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 53 0 0 19 Feb 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 30 7 0 18 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 25 4 0 03 Feb 2023
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport Jianheng Tang Jiexia Ye Jiajin Li Kangfei Zhao Fugee Tsung Jia Li OT 15 18 0 30 Jan 2023
Improving Machine Translation with Phrase Pair Injection and Corpus Filtering Akshay Batheja P. Bhattacharyya 38 15 0 19 Jan 2023
MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark S. Shi Kai Qiao Jian Chen Shuai Yang Jie-jin Yang Baojie Song Linyuan Wang Binghai Yan 27 18 0 03 Jan 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
Is it Required? Ranking the Skills Required for a Job-Title Sarthak Anand Jens-Joris Decorte Niels Lowie 14 1 0 28 Nov 2022
UGIF: UI Grounded Instruction Following S. Venkatesh Partha P. Talukdar S. Narayanan 16 10 0 14 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 35 31 0 11 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 45 34 0 08 Nov 2022
Very Low Resource Sentence Alignment: Luhya and Swahili E. Chimoto Bruce A. Bassett CVBM 16 10 0 31 Oct 2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT) Faheem Kirefu Vivek Iyer Pinzhen Chen Laurie Burchell MoE 26 1 0 20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 35 9 0 20 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 28 375 0 13 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 43 16 0 10 Oct 2022
Montague semantics and modifier consistency measurement in neural language models Danilo S. Carvalho Edoardo Manino Julia Rozanova Lucas C. Cordeiro André Freitas 24 0 0 10 Oct 2022
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval Andrew Rouditchenko Yung-Sung Chuang Nina Shvetsova Samuel Thomas Rogerio Feris Brian Kingsbury Leonid Karlinsky David Harwath Hilde Kuehne James R. Glass VLM 34 4 0 07 Oct 2022
Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation Denghao Li Yuqiao Zeng Jianzong Wang Lingwei Kong Zhangcheng Huang Ning Cheng Xiaoyang Qu Jing Xiao 23 1 0 30 Sep 2022
The first neural machine translation system for the Erzya language David Dale 78 7 0 19 Sep 2022
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Kunbo Ding Weijie Liu Yuejian Fang Zhe Zhao Qi Ju Xuefeng Yang 23 1 0 13 Sep 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 13 2 0 17 Aug 2022
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Vinura Dhananjaya Piyumal Demotte Surangika Ranathunga Sanath Jayasena 27 14 0 16 Aug 2022
Is Your Model Sensitive? SPeDaC: A New Benchmark for Detecting and Classifying Sensitive Personal Data Gaia Gambarelli Aldo Gangemi Rocco Tripodi 29 8 0 12 Aug 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity Iknoor Singh Yue Li Melissa Thong Carolina Scarton 28 3 0 31 May 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King M. Lyu RALM 36 20 0 21 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 25 36 0 17 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 28 29 0 09 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier E. Ponti Anna Korhonen 28 8 0 30 Apr 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 29 10 0 27 Apr 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 35 3 0 19 Apr 2022
The Tree Loss: Improving Generalization with Many Classes Yujie Wang Michael Izbicki 19 1 0 16 Apr 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 34 13 0 12 Apr 2022
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 19 1 0 08 Apr 2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval Wenshen Xu M. Maimaiti Yuanhang Zheng Xin Tang Ji Zhang RALM SSL 16 2 0 30 Mar 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 22 72 0 23 Feb 2022
Matching Tweets With Applicable Fact-Checks Across Languages Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Scott A. Hale Rada Mihalcea 28 16 0 14 Feb 2022
XAlign: Cross-lingual Fact-to-Text Alignment and Generation for Low-Resource Languages Tushar Abhishek Shivprasad Sagare Bhavyajeet Singh Anubhav Sharma Manish Gupta Vasudeva Varma 22 9 0 01 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia E. Ponti Ivan Vulić Anna Korhonen 32 28 0 31 Jan 2022
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers Johannes Schneider Robin Richner Micha Riser AI4Ed 14 35 0 02 Jan 2022
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages Thomas Mandl Sandip J Modha Gautam Kishore Shahi Hiren Madhu Shrey Satapara ... Johannes Schaefer Tharindu Ranasinghe Marcos Zampieri D. Nandini A. Jaiswal 43 70 0 17 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 33 434 0 15 Dec 2021
Embedding Arithmetic of Multimodal Queries for Image Retrieval Guillaume Couairon Matthieu Cord Matthijs Douze Holger Schwenk 35 23 0 06 Dec 2021
Multilingual Text Classification for Dravidian Languages Xiaotian Lin Nankai Lin Kanoksak Wattanachote Shengyi Jiang Lianxi Wang 66 3 0 03 Dec 2021
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Kalpesh Krishna Deepak Nathani Xavier Garcia Bidisha Samanta Partha P. Talukdar 40 24 0 14 Oct 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 44 3 0 14 Oct 2021