Multilingual Representation Distillation with Contrastive Learning

Multilingual Representation Distillation with Contrastive Learning

10 October 2022

Kevin Heffernan

Papers citing "Multilingual Representation Distillation with Contrastive Learning"

10 / 10 papers shown

Title
LANGALIGN: Enhancing Non-English Language Models via Cross-Lingual Embedding Alignment Jong Myoung Kim Young-Jun Lee Ho-Jin Choi Sangkeun Jung 35 0 0 24 Mar 2025
NusaMT-7B: Machine Translation for Low-Resource Indonesian Languages with Large Language Models William Tan Kevin Zhu 26 0 0 10 Oct 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander Fraser 41 10 0 09 Apr 2024
Making Sentence Embeddings Robust to User-Generated Content Lydia Nishimwe Benoît Sagot Rachel Bawden 3DV 25 1 0 25 Mar 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 38 200 0 16 Jan 2024
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models Takuma Udagawa Aashka Trivedi Michele Merler Bishwaranjan Bhattacharjee 39 7 0 13 Oct 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning Meryem M'hamdi Jonathan May Franck Dernoncourt Trung Bui Seunghyun Yoon FedML 21 1 0 15 Sep 2023
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation Kevin Krahn D. Tate Andrew C. Lamicela 16 4 0 24 Aug 2023
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 43 1 0 31 May 2022
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 242 31,257 0 16 Jan 2013