v1v2 (latest)

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

26 December 2018

Mikel Artetxe

Holger Schwenk

3DV

ArXiv (abs)PDF HTML Github (3640★)

Papers citing "Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond"

50 / 298 papers shown

Title
Semantic Outlier Removal with Embedding Models and LLMs Eren Akbiyik João Almeida Rik Melis Ritu Sriram Viviana Petrescu Vilhjálmur Vilhjálmsson 17 0 0 19 Jun 2025
Static Word Embeddings for Sentence Semantic Representation Takashi Wada Yuki Hirakawa Ryotaro Shimizu Takahiro Kawashima Yuki Saito 91 0 0 05 Jun 2025
XToM: Exploring the Multilingual Theory of Mind for Large Language Models Chunkit Chan Yauwai Yim Hongchuan Zeng Zhiying Zou Xinyuan Cheng ... Ginny Wong Helmut Schmid Hinrich Schütze Simon See Yangqiu Song LRM 54 0 0 03 Jun 2025
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead Jesujoba Oluwadara Alabi Michael A. Hedderich David Ifeoluwa Adelani Dietrich Klakow 118 0 0 27 May 2025
Low-Resource NMT: A Case Study on the Written and Spoken Languages in Hong Kong Hei Yi Mak Tan Lee 29 7 0 23 May 2025
Krikri: Advancing Open Large Language Models for Greek Dimitris Roussis Leon Voukoutis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis Vassilis Katsouros ALM 89 1 0 19 May 2025
Long-context Non-factoid Question Answering in Indic Languages Ritwik Mishra R. Shah Ponnurangam Kumaraguru 76 0 0 18 Apr 2025
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of Hallucinations Mahjabin Nahar Eun-Ju Lee Jin Won Park Dongwon Lee HILM 152 0 0 01 Apr 2025
Is LLM the Silver Bullet to Low-Resource Languages Machine Translation? Yewei Song Lujun Li Cedric Lothritz Saad Ezzini Lama Sleem Niccolo Gentile Radu State Tegawende F. Bissyande Jacques Klein 121 3 0 31 Mar 2025
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models Umer Butt Stalin Veranasi Günter Neumann 135 0 0 27 Mar 2025
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 157 0 0 14 Mar 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 134 0 0 06 Mar 2025
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts Zhongyang Li Ziyue Li Dinesh Manocha MoE 144 0 0 27 Feb 2025
Optimal word order for non-causal text generation with Large Language Models: the Spanish case Andrea Busto-Castiñeira Silvia García-Méndez Francisco de Arriba-Pérez Francisco J. González Castaño 93 0 0 21 Feb 2025
Beyond Literal Token Overlap: Token Alignability for Multilinguality Katharina Hämmerl Tomasz Limisiewicz Jindrich Libovický Alexander Fraser 73 0 0 10 Feb 2025
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference Nikhil Bhendawade Mahyar Najibi Devang Naik Irina Belousova MoE 127 0 0 04 Feb 2025
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? HyoJung Han Akiko Eriguchi Haoran Xu Hieu T. Hoang Marine Carpuat Huda Khayrallah VLM 89 3 0 12 Oct 2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach Diogo Pernes Gonçalo M. Correia Afonso Mendes 84 1 0 01 Oct 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 246 0 0 26 Sep 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 102 0 0 19 Aug 2024
Meltemi: The first open Large Language Model for Greek Leon Voukoutis Dimitris Roussis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis Vassilis Katsouros VLM 72 9 0 30 Jul 2024
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment Yongxin Huang Kexin Wang Goran Glavaš Iryna Gurevych 98 1 0 20 Jul 2024
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing Shangda Wu Yashan Wang Xiaobing Li Feng Yu Maosong Sun 92 5 0 02 Jul 2024
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation Yan Meng Di Wu Christof Monz 101 1 0 02 Jul 2024
Cross-Lingual Transfer Learning for Speech Translation Rao Ma Yassir Fathullah Mengjie Qian Siyuan Tang Mark Gales Kate Knill 167 4 0 01 Jul 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching Zhuoran Li Chunming Hu Jiasi Chen Zhijun Chen Xiaohui Guo Richong Zhang 76 4 0 19 Jun 2024
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavaš Heiko Paulheim 173 3 0 18 Jun 2024
Decipherment-Aware Multilingual Learning in Jointly Trained Language Models Grandee Lee 72 0 0 11 Jun 2024
KSW: Khmer Stop Word based Dictionary for Keyword Extraction Nimol Thuon Wangrui Zhang Sada Thuon 21 2 0 27 May 2024
A New Benchmark for Evaluating Automatic Speech Recognition in the Arabic Call Domain Qusai Abo Obaidah Muhy Eddin Za'ter Adnan Jaljuli Ali Mahboub Asma Hakouz Bashar Alfrou Yazan Estaitia 56 1 0 07 Mar 2024
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 109 3 0 20 Feb 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation Anas Himmi Guillaume Staerman Marine Picot Pierre Colombo Nuno M. Guerreiro 417 7 0 20 Feb 2024
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You Felix Friedrich Katharina Hämmerl P. Schramowski Manuel Brack Jindrich Libovický Kristian Kersting Alexander Fraser EGVM 151 14 0 29 Jan 2024
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation M. Esplà-Gomis Víctor M. Sánchez-Cartagena J. A. Pérez-Ortiz F. Sánchez-Martínez 75 3 0 16 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 62 0 0 06 Jan 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 133 190 0 31 Dec 2023
SentAlign: Accurate and Scalable Sentence Alignment Steinþór Steingrímsson H. Loftsson Andy Way 46 8 0 15 Nov 2023
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 94 14 0 14 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 158 12 0 11 Nov 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 282 9 0 12 Oct 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 84 0 0 07 Oct 2023
Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment Hao Yang Min Zhang Shimin Tao Minghan Wang Daimeng Wei Yanfei Jiang LRM 30 10 0 13 Jun 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander Fraser 114 7 0 01 Jun 2023
Machine-Created Universal Language for Cross-lingual Transfer Yaobo Liang Quanzhi Zhu Junhe Zhao Nan Duan 75 7 0 22 May 2023
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks Anas Himmi Ekhine Irurozki Nathan Noiry Stephan Clémençon Pierre Colombo 193 9 0 17 May 2023
HateMM: A Multi-Modal Dataset for Hate Video Classification Mithun Das R. Raj Punyajoy Saha Binny Mathew Manish Gupta Animesh Mukherjee 88 36 0 06 May 2023
On Evaluation of Bangla Word Analogies Mousumi Akter Souvik Sarkar S. Karmaker 25 3 0 10 Apr 2023
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings Ulf A. Hamster Ji-Ung Lee Alexander Geyken Iryna Gurevych 72 0 0 13 Mar 2023
Letz Translate: Low-Resource Machine Translation for Luxembourgish Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 72 3 0 02 Mar 2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation Zhuoyuan Mao Tetsuji Nakagawa FedML 71 20 0 16 Feb 2023