Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

21 April 2020

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

50 / 169 papers shown

Title
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions) François Remy Kris Demuynck Thomas Demeester 27 14 0 21 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 37 9 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 34 8 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 42 8 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 43 16 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 36 4 0 07 Oct 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees Toms Bergmanis Marcis Pinnis 19 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 27 7 0 28 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 31 15 0 20 Sep 2022
Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications Tornike Tsereteli Yavuz Selim Kartal Simone Paolo Ponzetto Andrea Zielinski Kai Eckert Philipp Mayr 21 7 0 19 Sep 2022
Selecting Stickers in Open-Domain Dialogue through Multitask Learning Zhexin Zhang Yeshuang Zhu Zhengcong Fei Jinchao Zhang Jie Zhou 33 4 0 16 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
A New Aligned Simple German Corpus Vanessa Toborek M. Busch M. Bossert Christian Bauckhage Pascal Welke 18 12 0 02 Sep 2022
A Concept and Argumentation based Interpretable Model in High Risk Domains Haixiao Chi Dawei Wang Gaojie Cui Feng Mao Beishui Liao 31 1 0 17 Aug 2022
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation L. T. Nguyen Nguyen Luong Tran Long Doan Manh Luong Dat Quoc Nguyen 29 4 0 08 Aug 2022
Few-shot News Recommendation via Cross-lingual Transfer Taicheng Guo Lu Yu B. Shihada Xiangliang Zhang 31 10 0 28 Jul 2022
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer Shanu Kumar Sandipan Dandapat Monojit Choudhury 29 6 0 30 Jun 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features Juri Opitz Anette Frank 34 33 0 14 Jun 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 30 29 0 09 May 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance Jingwei Ni Zhijing Jin Markus Freitag Mrinmaya Sachan Bernhard Schölkopf 35 14 0 04 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 28 8 0 30 Apr 2022
Simplifying Multilingual News Clustering Through Projection From a Shared Space João Santos Afonso Mendes Sebastião Miranda 24 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 38 19 0 20 Apr 2022
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 24 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 28 56 0 06 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavaš LRM 42 14 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 19 20 0 02 Apr 2022
Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks Ramon Ruiz-Dolz S. H. Barberá A. García-Fornes 9 9 0 28 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 30 20 0 21 Mar 2022
Quality Controlled Paraphrase Generation Elron Bandel R. Aharonov Michal Shmueli-Scheuer Ilya Shnayderman Noam Slonim L. Ein-Dor 29 38 0 21 Mar 2022
Do Multilingual Language Models Capture Differing Moral Norms? Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Alexander Fraser Kristian Kersting 19 15 0 18 Mar 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 67 1,389 0 11 Mar 2022
Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies Zhengxuan Wu Alex Tamkin Isabel Papadimitriou 21 10 0 24 Feb 2022
Matching Tweets With Applicable Fact-Checks Across Languages Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Scott A. Hale Rada Mihalcea 35 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 37 297 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
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 21 38 0 21 Dec 2021
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 25 27 0 20 Dec 2021
Tell me what you see: A zero-shot action recognition method based on natural language descriptions Valter Estevam Rayson Laroca David Menotti Hélio Pedrini 38 13 0 18 Dec 2021
Few-shot Named Entity Recognition with Cloze Questions V. Gatta V. Moscato Marco Postiglione Giancarlo Sperlí 27 4 0 24 Nov 2021
Improving Large-scale Language Models and Resources for Filipino Jan Christian Blaise Cruz C. Cheng AI4CE 32 27 0 11 Nov 2021
LILA: Language-Informed Latent Actions Siddharth Karamcheti Megha Srivastava Percy Liang Dorsa Sadigh LM&Ro 30 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 27 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 42 24 0 14 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei Zhao Steffen Eger 33 24 0 08 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 35 26 0 30 Sep 2021
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims Ipek Baris Schlicht Angel Felipe Magnossão de Paula Paolo Rosso 42 11 0 19 Sep 2021
On the Limits of Minimal Pairs in Contrastive Evaluation Jannis Vamvas Rico Sennrich 52 16 0 15 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 48 8 0 09 Sep 2021