Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding

10 January 2024

Papers citing "Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding"

9 / 9 papers shown

Title
Theoretical Aspects of Bias and Diversity in Minimum Bayes Risk Decoding Hidetaka Kamigaito Hiroyuki Deguchi Yusuke Sakai Katsuhiko Hayashi Taro Watanabe 29 1 0 19 Oct 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning Xiyan Fu Anette Frank LRM 23 0 0 08 Oct 2024
mbrs: A Library for Minimum Bayes Risk Decoding Hiroyuki Deguchi Yusuke Sakai Hidetaka Kamigaito Taro Watanabe 24 3 0 08 Aug 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation Gonccalo R. A. Faria Sweta Agrawal António Farinhas Ricardo Rei José G. C. de Souza André F. T. Martins 21 4 0 28 May 2024
Annotation-Efficient Preference Optimization for Language Model Alignment Yuu Jinnai Ukyo Honda 38 0 0 22 May 2024
On the True Distribution Approximation of Minimum Bayes-Risk Decoding Atsumoto Ohashi Ukyo Honda Tetsuro Morimura Yuu Jinnai 22 2 0 31 Mar 2024
Linear-time Minimum Bayes Risk Decoding with Reference Aggregation Jannis Vamvas Rico Sennrich 35 15 0 06 Feb 2024
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning Julius Cheng Andreas Vlachos 42 21 0 25 Nov 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023