Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

21 April 2020

Papers citing "Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation"

50 / 109 papers shown

Title
A Survey of Corpora for Germanic Low-Resource Languages and Dialects Verena Blaschke Hinrich Schütze Barbara Plank 19 13 0 19 Apr 2023
OPI at SemEval 2023 Task 1: Image-Text Embeddings and Multimodal Information Retrieval for Visual Word Sense Disambiguation Slawomir Dadas 11 5 0 14 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 21 55 0 13 Apr 2023
Pragmatically Appropriate Diversity for Dialogue Evaluation Katherine Stasaski Marti A. Hearst 19 1 0 06 Apr 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Xingyu Shen Haowei Du Dongyan Zhao 13 3 0 26 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 16 4 0 03 Feb 2023
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation Zhiqi Huang Puxuan Yu James Allan VLM 19 26 0 29 Jan 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 21 1 0 17 Jan 2023
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting L. Hansen R. Rocca A. Simonsen A. Parola V. Bliksted ... Dan Bang Kristian Tylén Ethan Weed S. Ostergaard Riccardo Fusaroli 36 3 0 13 Jan 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 17 11 0 21 Dec 2022
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 19 13 0 20 Dec 2022
Towards a general purpose machine translation system for Sranantongo Just Zwennicker David Stap 22 4 0 13 Dec 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 37 34 0 08 Nov 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 32 35 0 24 Oct 2022
Graphemic Normalization of the Perso-Arabic Script R. Doctor Alexander Gutkin Cibu Johny Brian Roark R. Sproat 36 4 0 21 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 18 8 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 21 6 0 19 Oct 2022
MTet: Multi-domain Translation for English and Vietnamese C. Ngo Trieu H. Trinh Long Phan H. Tran Tai Dang Hieu Duy Nguyen Minh Le Nguyen Minh-Thang Luong VLM 27 8 0 11 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 F. Harwath Hilde Kuehne James R. Glass VLM 21 4 0 07 Oct 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees Toms Bergmanis Marcis Pinnis 12 1 0 28 Sep 2022
Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer Piotr Pęzik Agnieszka Mikołajczyk-Bareła Adam Wawrzynski Bartlomiej Niton M. Ogrodniczuk 8 6 0 28 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 18 15 0 20 Sep 2022
Few-shot News Recommendation via Cross-lingual Transfer Taicheng Guo Lu Yu B. Shihada Xiangliang Zhang 24 10 0 28 Jul 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features Juri Opitz Anette Frank 20 32 0 14 Jun 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 18 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 17 8 0 30 Apr 2022
Simplifying Multilingual News Clustering Through Projection From a Shared Space João Santos Afonso Mendes Sebastião Miranda 16 5 0 28 Apr 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 15 19 0 20 Apr 2022
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 14 1 0 08 Apr 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation Sravya Popuri Peng-Jen Chen Changhan Wang J. Pino Yossi Adi Jiatao Gu Wei-Ning Hsu Ann Lee 14 56 0 06 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 19 13 0 05 Apr 2022
HLDC: Hindi Legal Documents Corpus Arnav Kapoor Mudit Dhawan Anmol Goel T. H. Arjun Akshala Bhatnagar Vibhu Agrawal Amul Agrawal Arnab Bhattacharya Ponnurangam Kumaraguru Ashutosh Modi AILaw 11 20 0 02 Apr 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 22 20 0 21 Mar 2022
Quality Controlled Paraphrase Generation Elron Bandel R. Aharonov Michal Shmueli-Scheuer Ilya Shnayderman Noam Slonim L. Ein-Dor 17 38 0 21 Mar 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 18 1,372 0 11 Mar 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
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 26 296 0 16 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
Tell me what you see: A zero-shot action recognition method based on natural language descriptions Valter Estevam Rayson Laroca David Menotti Hélio Pedrini 25 13 0 18 Dec 2021
Few-shot Named Entity Recognition with Cloze Questions V. Gatta V. Moscato Marco Postiglione Giancarlo Sperlí 8 4 0 24 Nov 2021
Improving Large-scale Language Models and Resources for Filipino Jan Christian Blaise Cruz C. Cheng AI4CE 24 27 0 11 Nov 2021
LILA: Language-Informed Latent Actions Siddharth Karamcheti Megha Srivastava Percy Liang Dorsa Sadigh LM&Ro 8 31 0 05 Nov 2021
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation Long Doan L. T. Nguyen Nguyen Luong Tran T. Hoang Dat Quoc Nguyen 33 22 0 23 Oct 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings Alexandre Berard CLL 23 20 0 20 Oct 2021
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Kalpesh Krishna Deepak Nathani Xavier Garcia Bidisha Samanta Partha P. Talukdar 27 24 0 14 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei-Ye Zhao Steffen Eger 19 24 0 08 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marián Simko Pavol Balázik Michal Trnka Filip Uhlárik 27 25 0 30 Sep 2021
Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach A. Barbado María Dolores González Débora Carrera 14 2 0 09 Sep 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Matthew Cer Yinfei Yang 41 527 0 19 Aug 2021
Contrastive Language-Image Pre-training for the Italian Language Federico Bianchi Giuseppe Attanasio Raphael Pisoni Silvia Terragni Gabriele Sarti S. Lakshmi VLM CLIP 21 29 0 19 Aug 2021