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
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Yongkang Liu Ercong Nie Shi Feng Zheng Hua Zifeng Ding Daling Wang Yifei Zhang Hinrich Schütze 27 2 0 14 Jun 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation Zijian Feng Hanzhang Zhou Zixiao Zhu Kezhi Mao 34 1 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 42 4 0 14 Jun 2024
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus Matthieu Futeral A. Zebaze Pedro Ortiz Suarez Julien Abadji Rémi Lacroix Cordelia Schmid Rachel Bawden Benoît Sagot 39 3 0 13 Jun 2024
Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation Se Jin Park Chae Won Kim Hyeongseop Rha Minsu Kim Joanna Hong Jeong Hun Yeo Yong Man Ro CVBM AuLLM 40 6 0 12 Jun 2024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation Yiwei Li Fei Mi Yitong Li Yasheng Wang Bin Sun Shaoxiong Feng Kan Li 29 4 0 12 Jun 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 36 2 0 11 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination Pengfei Zhou Weiqing Min Chaoran Fu Ying Jin Mingyu Huang Xiangyang Li Shuhuan Mei Shuqiang Jiang 33 8 0 11 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 28 10 0 06 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Anqi Wu Lizhen Qu Qiongkai Xu Zhuang Li Xingliang Yuan Gholamreza Haffari 32 0 0 06 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification Jinliang Lu Chen Wang Jiajun Zhang 53 3 0 04 Jun 2024
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue Shixuan Fan Wei Wei Wendi Li Xian-Ling Mao Wenfeng Xie Dangyang Chen 82 1 0 04 Jun 2024
Personalized Topic Selection Model for Topic-Grounded Dialogue Shixuan Fan Wei Wei Xiaofei Wen Xianling Mao Jixiong Chen Dangyang Chen 24 2 0 04 Jun 2024
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding Fanyi Qu Hao Sun Yunfang Wu 34 8 0 03 Jun 2024
An Automatic Question Usability Evaluation Toolkit Steven Moore Eamon Costello H. A. Nguyen John C. Stamper ELM 32 9 0 30 May 2024
Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations Yi-Pei Chen Noriki Nishida Hideki Nakayama Yuji Matsumoto LLMAG 41 10 0 28 May 2024
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents Guangzhi Sun Xiao Zhan Jose Such 41 24 0 26 May 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions Zheng Wang Shu Xian Teo Jieer Ouyang Yongjun Xu Wei Shi RALM VLM 25 13 0 26 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 23 9 0 24 May 2024
Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition Laura Mascarell Yan L'Homme Majed El Helou 18 0 0 23 May 2024
Annotation-Efficient Preference Optimization for Language Model Alignment Yuu Jinnai Ukyo Honda 40 0 0 22 May 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 34 1 0 17 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 26 8 0 16 May 2024
Interpreting Latent Student Knowledge Representations in Programming Assignments Nigel Fernandez Andrew S. Lan 32 2 0 13 May 2024
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques Michela Lorandi Anya Belz 19 1 0 13 May 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 42 22 0 04 May 2024
Adversarial Botometer: Adversarial Analysis for Social Bot Detection S. Najari Davood Rafiee Mostafa Salehi R. Farahbakhsh AAML DeLMO 33 1 0 03 May 2024
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset Xinyu Ma Xuebo Liu Derek F. Wong Jun Rao Bei Li Liang Ding Lidia S. Chao Dacheng Tao Min Zhang 41 2 0 29 Apr 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 27 7 0 25 Apr 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 23 1 0 24 Apr 2024
MAD Speech: Measures of Acoustic Diversity of Speech Matthieu Futeral A. Agostinelli Marco Tagliasacchi Neil Zeghidour Eugene Kharitonov 48 1 0 16 Apr 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space Jianxiang Xiang Zhenhua Liu Haodong Liu Yin Bai Jia Cheng Wenliang Chen DiffM 14 2 0 10 Apr 2024
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats Kunyao Lan Cong Ming Binwei Yao Lu Chen Mengyue Wu 27 1 0 07 Apr 2024
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative Comprehension Bernardo Leite Henrique Lopes Cardoso 23 1 0 03 Apr 2024
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation Zhe Xu Daoyuan Chen Jiayi Kuang Zihao Yi Yaliang Li Ying Shen 32 2 0 03 Apr 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 28 40 0 31 Mar 2024
Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation Zhenhua Liu Tong Zhu Jianxiang Xiang Wenliang Chen 38 2 0 30 Mar 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 37 0 0 28 Mar 2024
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent Junkai Zhou Liang Pang Ya Jing Jia Gu Huawei Shen Xueqi Cheng 31 1 0 28 Mar 2024
J-CRe3: A Japanese Conversation Dataset for Real-world Reference Resolution Nobuhiro Ueda Hideko Habe Yoko Matsui Akishige Yuguchi Seiya Kawano Yasutomo Kawanishi Sadao Kurohashi Koichiro Yoshino 28 2 0 28 Mar 2024
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models Huaiwen Zhang Yu Chen Ming Wang Shi Feng 24 2 0 23 Mar 2024
CTSM: Combining Trait and State Emotions for Empathetic Response Model Yufeng Wang Chao Chen Zhou Yang Shuhui Wang Xiangwen Liao 30 6 0 22 Mar 2024
Multi-Modal Hallucination Control by Visual Information Grounding Alessandro Favero L. Zancato Matthew Trager Siddharth Choudhary Pramuditha Perera Alessandro Achille Ashwin Swaminathan Stefano Soatto MLLM 87 62 0 20 Mar 2024
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation Do June Min Verónica Pérez-Rosas Kenneth Resnicow Rada Mihalcea OffRL 48 2 0 20 Mar 2024
Reinforcement Learning with Token-level Feedback for Controllable Text Generation Wendi Li Wei Wei Kaihe Xu Wenfeng Xie Dangyang Chen Yu Cheng 41 7 0 18 Mar 2024
StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation Jinpeng Li Zekai Zhang Quan Tu Xin Cheng Dongyan Zhao Rui Yan 45 2 0 18 Mar 2024
Multi-party Response Generation with Relation Disentanglement Tianhao Dai Chengyu Huang Lizi Liao 23 0 0 16 Mar 2024
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News Yuhan Liu Xiuying Chen Xiaoqing Zhang Xing Gao Ji Zhang Rui Yan AI4CE 21 26 0 14 Mar 2024
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator Yusheng Liao Yutong Meng Yuhao Wang Hongcheng Liu Yanfeng Wang Yu Wang LM&MA ELM 30 8 0 13 Mar 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses Jia-Nan Li Quan Tu Cunli Mao Zhengtao Yu Ji-Rong Wen Rui Yan OffRL 24 3 0 13 Mar 2024