Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation

15 December 2021

Papers citing "Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation"

33 / 33 papers shown

Title
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification Junnan Zhu Min Xiao Yining Wang Feifei Zhai Yu Zhou Chengqing Zong 57 0 0 19 Mar 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
Script-Strategy Aligned Generation: Aligning LLMs with Expert-Crafted Dialogue Scripts and Therapeutic Strategies for Psychotherapy Xin Sun Jan de Wit Zhuying Li Jiahuan Pei Abdallah El Ali Jos A. Bosch 28 2 0 11 Nov 2024
CrowdCounter: A benchmark type-specific multi-target counterspeech dataset Punyajoy Saha Abhilash Datta Abhik Jana Animesh Mukherjee 28 0 0 02 Oct 2024
Adaptive Retrieval-Augmented Generation for Conversational Systems Xi Wang Procheta Sen Ruizhe Li Emine Yilmaz RALM 28 5 0 31 Jul 2024
On Zero-Shot Counterspeech Generation by LLMs Punyajoy Saha Aalok Agrawal Abhik Jana Chris Biemann Animesh Mukherjee 43 12 0 22 Mar 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 29 8 0 22 Feb 2024
Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning Jiaan Wang Jianfeng Qu Kexin Wang Zhixu Li Wen Hua Ximing Li An Liu 28 2 0 09 Jan 2024
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue Yizhe Yang Heyan Huang Yuhang Liu Yang Gao 11 1 0 13 Dec 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 24 5 0 28 Oct 2023
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems Bryan Wilie Yan Xu Willy Chung Samuel Cahyawijaya Holy Lovenia Pascale Fung 30 1 0 19 Sep 2023
Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation Xianjie Wu Jian Yang Tongliang Li Di Liang Shiwei Zhang Yiyang Du Zhoujun Li HILM 19 2 0 15 Sep 2023
A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems Chuang Li Hengchang Hu Yan Zhang Min-Yen Kan Haizhou Li 16 5 0 14 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 39 76 0 13 Sep 2023
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation Jiaqi Bai Zhao Yan Jian Yang Xinnian Liang Hongcheng Guo Zhoujun Li 18 9 0 27 Jun 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 16 57 0 30 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 18 29 0 30 May 2023
Causal Document-Grounded Dialogue Pre-training Ying Zhao Yu Bowen Haiyang Yu Bowen Li Jinyang Li Chao Wang Fei Huang Yongbin Li N. Zhang 17 6 0 18 May 2023
The Open-domain Paradox for Chatbots: Common Ground as the Basis for Human-like Dialogue Gabriel Skantze A. Seza Doğruöz LRM 22 6 0 21 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq R. Joty 25 80 0 20 Mar 2023
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines Prakhar Gupta Yang Liu Di Jin Behnam Hedayatnia Spandana Gella Sijia Liu P. Lange Julia Hirschberg Dilek Z. Hakkani-Tür 28 5 0 20 Dec 2022
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 23 2 0 19 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 20 53 0 03 Dec 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 121 0 11 Nov 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu Hou Pong Chan Lifu Huang 27 8 0 26 Oct 2022
INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation A. Manzoor Dietmar Jannach 25 5 0 08 Aug 2022
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling Yizhe Yang Heyan Huang Yang Gao Jiawei Li 22 2 0 27 Apr 2022
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao-Lun Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 19 55 0 17 Mar 2022
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books Bingsheng Yao Dakuo Wang Tongshuang Wu Zheng Zhang Toby Jia-Jun Li Mo Yu Ying Xu AI4Ed 23 43 0 08 Sep 2021
DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems Yu Li Shirley Anugrah Hayati Weiyan Shi Zhou Yu 23 5 0 16 Apr 2021
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Yu Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 188 192 0 17 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019