Improving Neural Conversational Models with Entropy-Based Data Filtering

14 May 2019

Papers citing "Improving Neural Conversational Models with Entropy-Based Data Filtering"

20 / 20 papers shown

Title
ConvoCache: Smart Re-Use of Chatbot Responses Conor Atkins Ian D. Wood M. Kâafar Hassan Jameel Asghar Nardine Basta Michal Kepkowski 48 0 0 26 Jun 2024
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 34 0 0 22 Sep 2023
Learning towards Selective Data Augmentation for Dialogue Generation Preslav Nakov Mingzhe Li Jiayi Zhang Xiaoqiang Xia Chen Wei Jianwei Cui Xin Gao Xiangliang Zhang Rui Yan 38 7 0 17 Mar 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng Lizhen Qu Gholamreza Haffari CML 32 7 0 02 Mar 2023
Identifying Semantically Difficult Samples to Improve Text Classification Shashank Mujumdar S. Mehta Hima Patel Suman Mitra 20 0 0 13 Feb 2023
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation Jiashuo Wang Yi Cheng Wenjie Li 37 12 0 01 Nov 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 44 33 0 25 Oct 2022
Measuring and Improving Semantic Diversity of Dialogue Generation Seungju Han Beomsu Kim Buru Chang 27 12 0 11 Oct 2022
Diversifying Neural Dialogue Generation via Negative Distillation Yiwei Li Shaoxiong Feng Bin Sun Kan Li 35 10 0 05 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 37 48 0 21 Apr 2022
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization Lei Shen Haolan Zhan Xin Shen Hongshen Chen Xiaofang Zhao Xiao-Dan Zhu 45 17 0 14 Sep 2021
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders Bin Sun Shaoxiong Feng Yiwei Li Jiamou Liu Kan Li 13 31 0 07 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 63 270 0 10 May 2021
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems Chien-Wei Lin Vincent Auvray D. Elkind Arijit Biswas Maryam Fazel-Zarandi ... A. Metallinou Tagyoung Chung C. Zhu Suranjit Adhikari Dilek Z. Hakkani-Tür 31 5 0 16 Nov 2020
Regularizing Dialogue Generation by Imitating Implicit Scenarios Shaoxiong Feng Xuancheng Ren Hongshen Chen Bin Sun Kan Li Xu Sun 20 20 0 05 Oct 2020
Enhancing Dialogue Generation via Multi-Level Contrastive Learning Xin Li Piji Li Yan Wang Xiaojiang Liu Wai Lam 26 5 0 19 Sep 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight Hengyi Cai Hongshen Chen Yonghao Song Cheng Zhang Xiaofang Zhao Dawei Yin 17 70 0 06 Apr 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng Hongshen Chen Kan Li Dawei Yin GAN 53 25 0 04 Mar 2020
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016