A Diversity-Promoting Objective Function for Neural Conversation Models

11 October 2015

Jiwei Li

Papers citing "A Diversity-Promoting Objective Function for Neural Conversation Models"

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Title
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 28 46 0 17 Aug 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 24 2 0 17 Aug 2023
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 27 5 0 12 Aug 2023
A Large Language Model Enhanced Conversational Recommender System Yue Feng Shuchang Liu Zhenghai Xue Qingpeng Cai Lantao Hu Peng Jiang Kun Gai Fei Sun LRM 16 39 0 11 Aug 2023
Neural Conversation Models and How to Rein Them in: A Survey of Failures and Fixes Fabian Galetzka Anne Beyer David Schlangen AI4CE 24 1 0 11 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 33 9 0 09 Aug 2023
Towards Multiple References Era -- Addressing Data Leakage and Limited Reference Diversity in NLG Evaluation Xianfeng Zeng Yanjun Liu Fandong Meng Jie Zhou 19 0 0 06 Aug 2023
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 14 3 0 06 Aug 2023
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation Bo Zhang Jian Wang Hui Ma Bo Xu Hongfei Lin 17 3 0 01 Aug 2023
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 26 40 0 28 Jul 2023
Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation Yahui Fu K. Inoue Chenhui Chu Tatsuya Kawahara LRM 22 13 0 28 Jul 2023
f-Divergence Minimization for Sequence-Level Knowledge Distillation Yuqiao Wen Zichao Li Wenyu Du Lili Mou 30 53 0 27 Jul 2023
Psy-LLM: Scaling up Global Mental Health Psychological Services with AI-based Large Language Models Tin-Yu Lai Yukun Shi Zicong Du Jiajie Wu Ken Fu Yichao Dou Ziqi Wang AI4MH 17 43 0 22 Jul 2023
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation Wendi Li Wei Wei Xiaoye Qu Xian-Ling Mao Ye Yuan Wenfeng Xie Dangyang Chen 43 20 0 20 Jul 2023
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling Longyue Wang Zefeng Du Donghua Liu Cai Deng Dian Yu Haiyun Jiang Yan Wang Leyang Cui Shuming Shi Zhaopeng Tu CoGe 47 6 0 16 Jul 2023
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering Pei Ke Fei Huang Fei Mi Yasheng Wang Qun Liu Xiaoyan Zhu Minlie Huang ReLM ELM 34 10 0 13 Jul 2023
Lightweight reranking for language model generations Siddhartha Jain Xiaofei Ma Anoop Deoras Bing Xiang 28 4 0 11 Jul 2023
Attribute Controlled Dialogue Prompting Runcheng Liu Ahmad Rashid I. Kobyzev Mehdi Rezagholizadeh Pascal Poupart 27 2 0 11 Jul 2023
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts Mounica Maddela Megan Ung Jing Xu Andrea Madotto H. Foran Y-Lan Boureau LRM 28 21 0 06 Jul 2023
Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews J. Echterhoff An Yan Julian McAuley 27 0 0 05 Jul 2023
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 28 6 0 04 Jul 2023
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation Jian-Yu Guan Minlie Huang 26 0 0 04 Jul 2023
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder Yueen Ma Dafeng Chi Jingjing Li Kai Song Yuzheng Zhuang Irwin King DRL 14 0 0 03 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 37 8 0 29 Jun 2023
ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles Haoqin Tu Bowen Yang Xianfeng Zhao 19 6 0 29 Jun 2023
Natural Language Generation for Advertising: A Survey Soichiro Murakami Sho Hoshino Peinan Zhang 6 10 0 22 Jun 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng Xiaoyuan Yi L. Lakshmanan Xing Xie 25 1 0 17 Jun 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets Yu Lu Junwei Bao Zichen Ma Xiaoguang Han Youzheng Wu Shuguang Cui Xiaodong He 21 3 0 16 Jun 2023
MiniLLM: Knowledge Distillation of Large Language Models Yuxian Gu Li Dong Furu Wei Minlie Huang ALM 31 77 0 14 Jun 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 24 3 0 14 Jun 2023
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation Qi He Yikai Zhang Jiaqing Liang Yuncheng Huang Yanghua Xiao Yunwen Chen 41 4 0 13 Jun 2023
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset Longxuan Ma Weinan Zhang Shuhan Zhou Churui Sun Changxin Ke Ting Liu 23 1 0 09 Jun 2023
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning Chujie Zheng Pei Ke Zheng Zhang Minlie Huang BDL 23 31 0 06 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 30 24 0 05 Jun 2023
Revisiting the Role of Language Priors in Vision-Language Models Zhiqiu Lin Xinyue Chen Deepak Pathak Pengchuan Zhang Deva Ramanan VLM 23 22 0 02 Jun 2023
Improving Generalization in Task-oriented Dialogues with Workflows and Action Plans Stefania Raimondo C. Pal Xiaotian Liu David Vazquez Héctor Palacios 11 2 0 02 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
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference Yan Xu Deqian Kong Dehong Xu Ziwei Ji Bo Pang Pascale Fung Yingting Wu 23 6 0 01 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 39 14 0 01 Jun 2023
Controlled Text Generation with Hidden Representation Transformations Vaibhav Kumar H. Koorehdavoudi Masud Moshtaghi Amita Misra Ankit Chadha Emilio Ferrara 18 3 0 30 May 2023
Unsupervised Melody-to-Lyric Generation Yufei Tian Anjali Narayan-Chen Shereen Oraby Alessandra Cervone Gunnar A. Sigurdsson ... Wenbo Zhao Yiwen Chen Tagyoung Chung Jing Huang Nanyun Peng 18 8 0 30 May 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 14 57 0 30 May 2023
Contextual Knowledge Learning For Dialogue Generation Wen Zheng Natasa Milic-Frayling Ke Zhou 31 4 0 29 May 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 24 32 0 29 May 2023
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information Kun Zhao Bohao Yang Chenghua Lin Wenge Rong Aline Villavicencio Xiaohui Cui DRL 25 3 0 26 May 2023
Learning to Imagine: Visually-Augmented Natural Language Generation Tianyi Tang Yushuo Chen Yifan Du Junyi Li Wayne Xin Zhao Ji-Rong Wen DiffM 16 9 0 26 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 24 46 0 25 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 21 1 0 24 May 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 23 1 0 24 May 2023
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding Weijia Shi Xiaochuang Han M. Lewis Yulia Tsvetkov Luke Zettlemoyer Scott Yih HILM 19 187 0 24 May 2023