Toward Diverse Text Generation with Inverse Reinforcement Learning

Toward Diverse Text Generation with Inverse Reinforcement Learning

30 April 2018

Xipeng Qiu

Xuanjing Huang

Papers citing "Toward Diverse Text Generation with Inverse Reinforcement Learning"

15 / 15 papers shown

Title
Leveraging Partial SMILES Validation Scheme for Enhanced Drug Design in Reinforcement Learning Frameworks Xinyu Wang Jinbo Bi Minghu Song CLL 69 0 0 01 May 2025
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF Taiming Lu Lingfeng Shen Xinyu Yang Weiting Tan Beidi Chen Huaxiu Yao 61 2 0 12 Jun 2024
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking Chris Cundy Stefano Ermon 16 10 0 08 Jun 2023
Token Imbalance Adaptation for Radiology Report Generation Yuexin Wu I. Huang Xiaolei Huang MedIm 29 7 0 18 Apr 2023
A survey on text generation using generative adversarial networks Gustavo de Rosa João Paulo Papa GAN 32 88 0 20 Dec 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 29 0 0 14 Nov 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 28 27 0 24 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 38 107 0 13 Oct 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 25 31 0 14 Mar 2022
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer Haozhe Ji Minlie Huang 15 23 0 12 Oct 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 24 101 0 12 Apr 2021
Adversarial Sub-sequence for Text Generation Xingyuan Chen Yanzhe Li Peng Jin Jiuhua Zhang Xinyu Dai Jiajun Chen Gang Song GAN 35 5 0 30 May 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019