Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation

16 June 2021

Papers citing "Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation"

12 / 12 papers shown

Title
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 17 8 0 23 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 21 24 0 16 Nov 2022
Multi-Granularity Optimization for Non-Autoregressive Translation Yafu Li Leyang Cui Yongjing Yin Yue Zhang 27 7 0 20 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 239 0 03 Oct 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 15 50 0 01 Jun 2022
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 33 57 0 02 May 2022
Boosting Search Engines with Interactive Agents Leonard Adolphs Benjamin Boerschinger Christian Buck Michelle Chen Huebscher Massimiliano Ciaramita ... Thomas Hofmann Yannic Kilcher Sascha Rothe Pier Giuseppe Sessa Lierni Sestorain Saralegui LLMAG 18 24 0 01 Sep 2021
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 48 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 212 1,207 0 12 Jun 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016