Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport

29 May 2025

Papers citing "Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport"

18 / 18 papers shown

Title
Better Instruction-Following Through Minimum Bayes Risk Ian Wu Patrick Fernandes Amanda Bertsch Seungone Kim Sina Pakazad Graham Neubig 82 10 0 03 Oct 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts Eleftheria Briakou Jiaming Luo Colin Cherry Markus Freitag 77 14 0 10 Sep 2024
From Pixels to Prose: A Large Dataset of Dense Image Captions Vasu Singla Kaiyu Yue Sukriti Paul Reza Shirkavand Mayuka Jayawardhana Alireza Ganjdanesh Heng Huang A. Bhatele Gowthami Somepalli Tom Goldstein 3DV VLM 56 25 0 14 Jun 2024
DOCCI: Descriptions of Connected and Contrasting Images Yasumasa Onoe Sunayana Rane Zachary Berger Yonatan Bitton Jaemin Cho ... Zarana Parekh Jordi Pont-Tuset Garrett Tanzer Su Wang Jason Baldridge 52 56 0 30 Apr 2024
Aligning Neural Machine Translation Models: Human Feedback in Training and Inference Miguel Moura Ramos Patrick Fernandes António Farinhas André F. T. Martins ALM 37 16 0 15 Nov 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection Nuno M. Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F.T. Martins 84 126 0 16 Oct 2023
High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics Markus Freitag David Grangier Qijun Tan Bowen Liang 75 93 0 17 Nov 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 34 46 0 10 Aug 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 537 28,659 0 26 Feb 2021
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 29 132 0 20 May 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 74 1,093 0 20 Apr 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 171 5,668 0 21 Apr 2019
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 50 270 0 23 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 75 2,941 0 23 Apr 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 115 2,133 0 01 Mar 2018
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 49 586 0 26 May 2017
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 99 1,165 0 24 Nov 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 97 4,210 0 04 Jun 2013