Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss

25 February 2019

Maarten de Rijke

Papers citing "Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss"

37 / 37 papers shown

Title
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 71 0 0 12 Feb 2025
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method Weichao Zhang Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 38 9 0 23 Sep 2024
Partially Randomizing Transformer Weights for Dialogue Response Diversity Jing Yang Lee Kong Aik Lee Woon-Seng Gan 30 0 0 18 Nov 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 34 0 0 22 Sep 2023
Hi Model, generating ñice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation Metric Abhisek Tiwari Muhammed Sinan Kaushik Roy A. Sheth S. Saha P. Bhattacharyya 25 1 0 11 Sep 2023
Multilingual Lexical Simplification via Paraphrase Generation Kang Liu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu Kaixun Hua 30 2 0 28 Jul 2023
DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations Ang Lv Jinpeng Li Yuhan Chen Xing Gao Ji Zhang Rui Yan 39 8 0 29 Jun 2023
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Ting-Wei Wu Fatemeh Sheikholeslami Mohammad Kachuee Jaeyoung Do Sungjin Lee 26 0 0 07 Jun 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation Guanqun Bi Lei Shen Yanan Cao Meng Chen Yuqiang Xie Zheng Lin Xiao-feng He DiffM 29 13 0 02 Jun 2023
Sentence Simplification Using Paraphrase Corpus for Initialization Kaiyu Liu Jipeng Qiang 16 0 0 31 May 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 30 2 0 31 May 2023
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation Guoqing Lv Jiang Li Xiaoping Wang Zhigang Zeng 29 1 0 13 Dec 2022
Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning Ukyo Honda Taro Watanabe Yuji Matsumoto 16 9 0 06 Dec 2022
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation Yangbin Chen C. Liang 36 9 0 05 Dec 2022
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection Lanrui Wang JiangNan Li Zheng Lin Fandong Meng Chenxu Yang Weiping Wang Jie Zhou 18 30 0 21 Oct 2022
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation Changtong Zan Liang Ding Li Shen Yu Cao Weifeng Liu Dacheng Tao 37 21 0 07 Sep 2022
Diversifying Neural Dialogue Generation via Negative Distillation Yiwei Li Shaoxiong Feng Bin Sun Kan Li 35 10 0 05 May 2022
A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration Shaojie Jiang Ruqing Zhang Svitlana Vakulenko Maarten de Rijke 22 16 0 05 May 2022
Rethinking and Refining the Distinct Metric Siyang Liu Sahand Sabour Yinhe Zheng Pei Ke Xiaoyan Zhu Minlie Huang 36 11 0 28 Feb 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation Tong Zhang Wei Ye Baosong Yang Long Zhang Xingzhang Ren Dayiheng Liu Jinan Sun Shikun Zhang Haibo Zhang Wen Zhao 29 30 0 29 Dec 2021
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Lingzhi Wang Huang Hu Lei Sha Can Xu Kam-Fai Wong Daxin Jiang 29 18 0 14 Oct 2021
CEM: Commonsense-aware Empathetic Response Generation Sahand Sabour Chujie Zheng Minlie Huang 28 149 0 13 Sep 2021
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 33 19 0 01 Sep 2021
Similarity Based Label Smoothing For Dialogue Generation Sougata Saha Souvik Das Rohini Srihari 30 3 0 23 Jul 2021
Diversifying Dialog Generation via Adaptive Label Smoothing Yida Wang Yinhe Zheng Yong-jia Jiang Minlie Huang 28 37 0 30 May 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation Yang Xu Yijin Liu Fandong Meng Jiajun Zhang Jinan Xu Jie Zhou 28 10 0 26 May 2021
Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling Zhixian Yang Peng Xu Xiaojun Wan 21 3 0 08 May 2021
Token-level Adaptive Training for Neural Machine Translation Shuhao Gu Jinchao Zhang Fandong Meng Yang Feng Wanying Xie Jie Zhou Dong Yu 24 32 0 09 Oct 2020
F^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax Byung-Ju Choi Jimin Hong D. Park Sang Wan Lee 19 14 0 20 Sep 2020
Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology Yangjun Zhang Pengjie Ren Maarten de Rijke 26 11 0 21 Aug 2020
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users Shijun Li Wenqiang Lei Qingyun Wu Xiangnan He Peng Jiang Tat-Seng Chua 26 118 0 23 May 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
Conditional Text Generation for Harmonious Human-Machine Interaction Bin Guo Hao Wang Yasan Ding Wei Wu Shaoyang Hao Yueqi Sun Zhiwen Yu 29 4 0 08 Sep 2019
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 11 72 0 26 Aug 2019
RefNet: A Reference-aware Network for Background Based Conversation Chuan Meng Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 21 61 0 18 Aug 2019
Improving Background Based Conversation with Context-aware Knowledge Pre-selection Yangjun Zhang Pengjie Ren Maarten de Rijke BDL 13 18 0 16 Jun 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015