Beyond Domain APIs: Task-oriented Conversational Modeling with
Unstructured Knowledge Access

Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access

5 June 2020

Karthik Gopalakrishnan

Behnam Hedayatnia

Yang Liu

Dilek Z. Hakkani-Tür

Papers citing "Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access"

19 / 19 papers shown

Title
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 33 4 0 16 Nov 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 31 30 0 30 Mar 2023
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 26 2 0 19 Dec 2022
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access Yue Feng Gerasimos Lampouras Ignacio Iacobacci 19 4 0 10 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 36 0 0 07 Nov 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems Janghoon Han Joongbo Shin Hosung Song Hyunjik Jo Gyeonghun Kim Yireun Kim Stanley Jungkyu Choi 16 4 0 06 Sep 2022
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems Zhijian Ou Junlan Feng Juan-Zi Li Yakun Li Hong Liu Hao Peng Yi Huang Jiangjiang Zhao OffRL 28 9 0 06 Jul 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 64 9 0 24 Jun 2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng Michel Galley Pengcheng He Chris Brockett Lars Liden E. Nouri Zhou Yu Bill Dolan Jianfeng Gao VLM 39 73 0 22 Jun 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue Zhiyu Zoey Chen Bing-Quan Liu Seungwhan Moon Chinnadhurai Sankar Paul A. Crook William Yang Wang 27 19 0 11 May 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 21 23 0 20 Mar 2022
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems Di Jin Shuyang Gao Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 16 7 0 18 Sep 2021
Towards Handling Unconstrained User Preferences in Dialogue S. Pandey Svetlana Stoyanchev R. Doddipatla 14 2 0 17 Sep 2021
Fusing task-oriented and open-domain dialogues in conversational agents Tom Young Frank Xing Vlad Pandelea Jinjie Ni Erik Cambria 24 60 0 09 Sep 2021
A Knowledge-Grounded Dialog System Based on Pre-Trained Language Models Weijie Zhang Jiaoxuan Chen Haipang Wu Sanhui Wan Gongfeng Li 25 4 0 28 Jun 2021
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling Di Jin Seokhwan Kim Dilek Z. Hakkani-Tür 21 14 0 16 Jun 2021
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog Nico Daheim David Thulke Christian Dugast Hermann Ney 21 11 0 14 Jun 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy Thuy Vu Alessandro Moschitti 19 1 0 18 Apr 2021