Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation

10 August 2021

Papers citing "Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation"

32 / 32 papers shown

Title
Quasi-random Multi-Sample Inference for Large Language Models Aditya Parashar Aditya Vikram Singh Avinash Amballa Jinlin Lai Benjamin Rozonoyer LRM 68 0 0 09 Nov 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 56 0 0 17 Jun 2024
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 68 57 0 02 May 2022
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 26 59 0 18 May 2021
Machine Translation Decoding beyond Beam Search Rémi Leblond Jean-Baptiste Alayrac Laurent Sifre Miruna Pislar Jean-Baptiste Lespiau Ioannis Antonoglou Karen Simonyan Oriol Vinyals 41 71 0 12 Apr 2021
Smoothing and Shrinking the Sparse Seq2Seq Search Space Ben Peters André F. T. Martins 64 17 0 18 Mar 2021
Searching for Search Errors in Neural Morphological Inflection Martina Forster Clara Meister Ryan Cotterell 44 5 0 16 Feb 2021
If beam search is the answer, what was the question? Clara Meister Tim Vieira Ryan Cotterell 33 138 0 06 Oct 2020
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models Sumanta Bhattacharyya Pedram Rooshenas Subhajit Naskar Simeng Sun Mohit Iyyer Andrew McCallum 46 58 0 20 Sep 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 37 132 0 20 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 39 157 0 07 May 2020
Domain Robustness in Neural Machine Translation Mathias Müller Annette Rios Gonzales Rico Sennrich 40 95 0 08 Nov 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 49 152 0 27 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting Sebastian Borgeaud Guy Edward Toh Emerson 31 18 0 17 Aug 2019
Sparse Sequence-to-Sequence Models Ben Peters Vlad Niculae André F. T. Martins TPM 104 208 0 14 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 140 3,133 0 22 Apr 2019
Calibration of Encoder Decoder Models for Neural Machine Translation Aviral Kumar Sunita Sarawagi 96 99 0 03 Mar 2019
Correcting Length Bias in Neural Machine Translation Kenton W. Murray David Chiang AIMat 57 152 0 29 Aug 2018
On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah Philipp Koehn AAML 41 219 0 31 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 81 2,941 0 23 Apr 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 83 272 0 28 Feb 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 304 1,215 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 360 129,831 0 12 Jun 2017
Later-stage Minimum Bayes-Risk Decoding for Neural Machine Translation Raphael Shu Hideki Nakayama 21 17 0 11 Apr 2017
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices Felix Stahlberg Adria de Gispert Eva Hasler Bill Byrne 46 48 0 12 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 796 6,768 0 26 Sep 2016
Length bias in Encoder Decoder Models and a Case for Global Conditioning Pavel Sountsov Sunita Sarawagi AI4CE 39 42 0 10 Jun 2016
Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li Dan Jurafsky 35 120 0 04 Jan 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 262 20,467 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 136 6,748 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 369 27,205 0 01 Sep 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 121 1,858 0 14 Nov 2012