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
Partially Randomizing Transformer Weights for Dialogue Response Diversity Jing Yang Lee Kong Aik Lee Woon-Seng Gan 12 0 0 18 Nov 2023
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text Yanzhu Guo Guokan Shang Michalis Vazirgiannis Chloé Clavel 28 48 0 16 Nov 2023
How Far Can We Extract Diverse Perspectives from Large Language Models? Shirley Anugrah Hayati Minhwa Lee Dheeraj Rajagopal Dongyeop Kang 40 10 0 16 Nov 2023
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models Haoan Jin Siyuan Chen Dilawaier Dilixiati Yewei Jiang Mengyue Wu Ke Zhu ELM AI4MH LM&MA 43 4 0 15 Nov 2023
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 19 6 0 14 Nov 2023
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 33 2 0 14 Nov 2023
Workflow-Guided Response Generation for Task-Oriented Dialogue Do June Min Paloma Sodhi Ramya Ramakrishnan 37 0 0 14 Nov 2023
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng LRM 22 4 0 13 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 27 0 0 13 Nov 2023
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models Shuaijie She Shujian Huang Xingyun Wang Yanke Zhou Jiajun Chen ELM HILM 17 0 0 13 Nov 2023
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training Jiale Cheng Xiao Liu Kehan Zheng Pei Ke Hongning Wang Yuxiao Dong Jie Tang Minlie Huang 29 78 0 07 Nov 2023
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 22 11 0 01 Nov 2023
AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction Zhe Hu Hou Pong Chan Yu Yin LRM 15 7 0 31 Oct 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation Yeongseo Jung Eunseo Jung Lei Chen 23 5 0 27 Oct 2023
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 18 6 0 23 Oct 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation Tianqi Zhong Quan Wang Jingxuan Han Yongdong Zhang Zhendong Mao 19 9 0 23 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 24 2 0 23 Oct 2023
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control Zhenyi Lu Wei Wei Xiaoye Qu Xian-Ling Mao Dangyang Chen Jixiong Chen 78 11 0 22 Oct 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity Adithya Bhaskar Tushar Tomar Ashutosh Sathe Sunita Sarawagi 38 17 0 20 Oct 2023
Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting Zecheng Tang Kaiqi Feng Juntao Li Min Zhang 26 2 0 20 Oct 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation Renzhi Wang Jing Li Piji Li DiffM 21 2 0 18 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang T. Lu Xing Xie Ning Gu 16 9 0 17 Oct 2023
EXMODD: An EXplanatory Multimodal Open-Domain Dialogue dataset Hang Yin Pinren Lu Ziang Li Bin Sun Kan Li 34 0 0 17 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 19 10 0 16 Oct 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model H. Deng Colin Raffel 33 38 0 14 Oct 2023
Fine-grained Conversational Decoding via Isotropic and Proximal Search Yuxuan Yao Han Wu Qiling Xu Linqi Song 16 1 0 12 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon B. Ermiş Patrick Lewis Sara Hooker 28 20 0 11 Oct 2023
Understanding the Effects of RLHF on LLM Generalisation and Diversity Robert Kirk Ishita Mediratta Christoforos Nalmpantis Jelena Luketina Eric Hambro Edward Grefenstette Roberta Raileanu AI4CE ALM 97 121 0 10 Oct 2023
Hexa: Self-Improving for Knowledge-Grounded Dialogue System DaeJin Jo D. W. Nam Gunsoo Han Kyoung-Woon On Taehwan Kwon Seungeun Rho Sungwoong Kim 19 0 0 10 Oct 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 30 0 0 10 Oct 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems Yixin Wan Jieyu Zhao Aman Chadha Nanyun Peng Kai-Wei Chang 34 22 0 08 Oct 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements Yushan Qian Weinan Zhang Ting Liu AI4MH 34 39 0 08 Oct 2023
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints Chaoqi Wang Yibo Jiang Yuguang Yang Han Liu Yuxin Chen 26 81 0 28 Sep 2023
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue Sam Davidson Salvatore Romeo Raphael Shu James Gung Arshit Gupta Saab Mansour Yi Zhang ALM LLMAG 27 3 0 23 Sep 2023
Diversifying Question Generation over Knowledge Base via External Natural Questions Shasha Guo Jing Zhang Xirui Ke Cuiping Li Hong Chen 39 3 0 23 Sep 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 26 0 0 22 Sep 2023
K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling Haven Kim Jongmin Jung Dasaem Jeong Juhan Nam 11 2 0 20 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou M. Zhang 40 5 0 19 Sep 2023
Improving Medical Dialogue Generation with Abstract Meaning Representations Bohao Yang Chen Tang Chenghua Lin MedIm 17 10 0 19 Sep 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 24 5 0 13 Sep 2023
Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning Guisheng Liu Yi Li Zhengcong Fei Haiyan Fu Xiangyang Luo Yanqing Guo VLM DiffM 17 7 0 10 Sep 2023
Promoting Open-domain Dialogue Generation through Learning Pattern Information between Contexts and Responses Mengjuan Liu Chenyang Liu Yun-Hee Yang Jiang Liu Mohan Jing 11 1 0 06 Sep 2023
Automating Behavioral Testing in Machine Translation Javier Ferrando Matthias Sperber Hendra Setiawan Dominic Telaar Savsa Hasan 14 2 0 05 Sep 2023
Bilevel Scheduled Sampling for Dialogue Generation Jiawen Liu Kan Li 11 0 0 05 Sep 2023
Artificial Empathy Classification: A Survey of Deep Learning Techniques, Datasets, and Evaluation Scales Sharjeel Tahir Syed Afaq Shah Jumana Abu-Khalaf 6 2 0 04 Sep 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 57 24 0 29 Aug 2023
A Computational Evaluation Framework for Singable Lyric Translation Haven Kim Kento Watanabe Masataka Goto Juhan Nam 16 4 0 26 Aug 2023
MusicJam: Visualizing Music Insights via Generated Narrative Illustrations Chuer Chen Nan Cao Jiani Hou Yi Guo Yulei Zhang Yang Shi DiffM 24 0 0 22 Aug 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Yinghui Li Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 28 26 0 21 Aug 2023
Dynamic Strategy Chain: Dynamic Zero-Shot CoT for Long Mental Health Support Generation Qi Chen Dexi Liu LRM 18 3 0 21 Aug 2023