TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling

9 September 2021

Zhiyuan Liu

Ann A. Copestake

Papers citing "TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling"

16 / 16 papers shown

Title
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation Goran Glavaš Swapna Somasundaran VLM 38 56 0 03 Jan 2020
Improving Robustness of Task Oriented Dialog Systems Arash Einolghozati Sonal Gupta Mrinal Mohit Rushin Shah 43 22 0 12 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 51 148 0 07 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 120 1,513 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 167 19,824 0 23 Oct 2019
Generic Intent Representation in Web Search Hongfei Zhang Xia Song Chenyan Xiong Corby Rosset Paul N. Bennett Nick Craswell Saurabh Tiwary 52 52 0 24 Jul 2019
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems Asma Ghandeharioun J. Shen Natasha Jaques Craig Ferguson Noah J. Jones Àgata Lapedriza Rosalind W. Picard 35 91 0 21 Jun 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 37 133 0 28 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 123 3,133 0 22 Apr 2019
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification Sebastian Arnold Rudolf Schneider Philippe Cudré-Mauroux Felix Alexander Gers Alexander Loser AI4TS 13 83 0 13 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 472 93,936 0 11 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 93 1,306 0 29 Sep 2018
Sounding Board: A User-Centric and Content-Driven Social Chatbot Hao Fang Hao Cheng Maarten Sap Elizabeth Clark Ari Holtzman Yejin Choi Noah A. Smith Mari Ostendorf AI4MH 84 61 0 26 Apr 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 21 160 0 18 Apr 2018
Text Segmentation as a Supervised Learning Task Omri Koshorek Adir Cohen Noam Mor Michael Rotman Jonathan Berant 8 144 0 25 Mar 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 74 1,442 0 22 Jan 2018