Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable
Features

Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features

14 July 2021

Hannah Rashkin

Gaurav Singh Tomar

Papers citing "Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features"

16 / 66 papers shown

Title
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 31 3 0 22 Oct 2022
Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection Souvik Das Sougata Saha R. Srihari 21 5 0 20 Aug 2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Nouha Dziri Ehsan Kamalloo Sivan Milton Osmar Zaiane Mo Yu E. Ponti Siva Reddy HILM 24 87 0 22 Apr 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? Nouha Dziri Sivan Milton Mo Yu Osmar Zaiane Siva Reddy HILM 8 187 0 17 Apr 2022
Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting Qingfeng Sun Can Xu Huang Hu Yujing Wang Jian Miao Xiubo Geng Yining Chen Fei Xu Daxin Jiang 26 12 0 12 Apr 2022
TRUE: Re-evaluating Factual Consistency Evaluation Or Honovich Roee Aharoni Jonathan Herzig Hagai Taitelbaum Doron Kukliansy Vered Cohen Thomas Scialom Idan Szpektor Avinatan Hassidim Yossi Matias HILM 27 3 0 11 Apr 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation Zihan Liu M. Patwary R. Prenger Shrimai Prabhumoye Wei Ping M. Shoeybi Bryan Catanzaro 24 50 0 16 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 21 27 0 10 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 40 213 0 14 Jan 2022
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 25 172 0 23 Dec 2021
DialFact: A Benchmark for Fact-Checking in Dialogue Prakhar Gupta C. Wu Wenhao Liu Caiming Xiong HILM 19 62 0 15 Oct 2021
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 22 35 0 11 Oct 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 189 79 0 30 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 20 131 0 17 Apr 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 24 138 0 16 Apr 2021