A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation

4 April 2024

Jifan Yu

Jing Zhang

Lei Hou

Juanzi Li

HILM

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Papers citing "A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation"

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Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations Karthik Gopalakrishnan Behnam Hedayatnia Qinlang Chen Anna Gottardi Sanjeev Kwatra Anu Venkatesh Raefer Gabriel Dilek Z. Hakkani-Tür AI4MH BDL 79 331 0 23 Aug 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 57 10 0 06 Jul 2023
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 92 44 0 14 Sep 2021
CPM-2: Large-scale Cost-effective Pre-trained Language Models Zhengyan Zhang Yuxian Gu Xu Han Shengqi Chen Chaojun Xiao ... Minlie Huang Wentao Han Yang Liu Xiaoyan Zhu Maosong Sun MoE 76 87 0 20 Jun 2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters Yan Xu Etsuko Ishii Samuel Cahyawijaya Zihan Liu Genta Indra Winata Andrea Madotto Dan Su Pascale Fung RALM 45 45 0 13 May 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 273 310 0 27 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 76 135 0 17 Apr 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 95 734 0 15 Apr 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 168 1,175 0 18 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 137 1,550 0 18 Mar 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 97 250 0 01 Jan 2021
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 98 200 0 05 Nov 2020
A Large-Scale Chinese Short-Text Conversation Dataset Yida Wang Pei Ke Yinhe Zheng Kaili Huang Yong Jiang Xiaoyan Zhu Minlie Huang 50 136 0 10 Aug 2020
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 117 401 0 08 Jun 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou Chujie Zheng Kaili Huang Minlie Huang Xiaoyan Zhu 66 123 0 08 Apr 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 79 366 0 14 Feb 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 574 2,670 0 03 Sep 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 68 282 0 11 Jun 2019
Counterfactual Visual Explanations Yash Goyal Ziyan Wu Jan Ernst Dhruv Batra Devi Parikh Stefan Lee CML 80 510 0 16 Apr 2019
What Makes a Good Conversation? Challenges in Designing Truly Conversational Agents L. Clark Nadia Pantidi Orla Cooney Philip R. Doyle Diego Garaialde ... Brendan Spillane Christine Murad Cosmin Munteanu Vincent P. Wade Benjamin R. Cowan HAI 48 386 0 19 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 250 3,730 0 09 Jan 2019
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 105 1,459 0 22 Jan 2018
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 72 703 0 06 Nov 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 175 589 0 25 Jul 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 108 573 0 07 Feb 2017
Direct and Indirect Effects Judea Pearl CML 94 2,173 0 10 Jan 2013