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The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation

31 October 2023

Papers citing "The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation"

22 / 22 papers shown

Title
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 242 833 0 27 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 91 69 0 10 May 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice Andreas Grivas Nikolay Bogoychev Adam Lopez 43 10 0 12 Mar 2022
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 62 42 0 29 Mar 2021
Adaptive Semiparametric Language Models Dani Yogatama Cyprien de Masson dÁutume Lingpeng Kong KELM RALM 85 100 0 04 Feb 2021
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 73 286 0 01 Oct 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 176 915 0 03 Jul 2020
Contextual Embeddings: When Are They Worth It? Simran Arora Avner May Jian Zhang Christopher Ré 53 61 0 18 May 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 128 1,816 0 22 Jan 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 371 5,872 0 21 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 132 3,159 0 01 Apr 2019
compare-mt: A Tool for Holistic Comparison of Language Generation Systems Graham Neubig Zi-Yi Dou Junjie Hu Paul Michel Danish Pruthi Xinyi Wang John Wieting ELM 67 116 0 19 Mar 2019
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 65 71 0 10 Dec 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 209 3,534 0 19 Aug 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 232 1,173 0 29 Apr 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 187 2,998 0 23 Apr 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 147 1,244 0 26 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu Angeliki Lazaridou Marco Baroni VLM 83 380 0 20 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013