Title
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 69 166 0 06 Feb 2024
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents M. Moradshahi Tianhao Shen Kalika Bali Monojit Choudhury Gaël de Chalendar ... Michael Sun Aditya Yadavalli Chaobin You Deyi Xiong M. Lam 49 8 0 30 Jun 2023
Hierarchical Prompting Assists Large Language Model on Web Navigation Abishek Sridhar Robert Lo Frank F. Xu Hao Zhu Shuyan Zhou LRM 48 35 0 23 May 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 56 45 0 09 Apr 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 62 274 0 22 Mar 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 49 7 0 18 Feb 2023
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 51 36 0 20 May 2022
ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues M. Lam Giovanni Campagna M. Moradshahi Sina J. Semnani Silei Xu 33 7 0 23 Mar 2022
Description-Driven Task-Oriented Dialog Modeling Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu 64 64 0 21 Jan 2022
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues M. Moradshahi Victoria Tsai Giovanni Campagna M. Lam 47 16 0 04 Nov 2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq Joty Luo Si Chunyan Miao 70 41 0 14 Oct 2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 79 33 0 13 Oct 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 58 61 0 05 Jun 2021
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation Fanghua Ye Jarana Manotumruksa Emine Yilmaz 55 102 0 01 Apr 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering Shuyang Li Jin Cao Mukund Sridhar Henghui Zhu Shang-Wen Li Wael Hamza Julian McAuley BDL 28 45 0 20 Jan 2021
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 126 59 0 24 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 72 844 0 21 Oct 2020
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Jun Quan Shian Zhang Qian Cao Zi-pu Li Deyi Xiong 83 51 0 17 Oct 2020
MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Ting Han Ximing Liu Ryuichi Takanobu Yixin Lian Chongxuan Huang Dazhen Wan Wei Peng Minlie Huang 54 68 0 12 Oct 2020
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 207 155 0 24 Sep 2020
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation Giovanni Campagna Sina J. Semnani Ryan Kearns L. Sato Silei Xu M. Lam 34 11 0 16 Sep 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines Xiaoxue Zang Abhinav Rastogi Srinivas Sunkara Raghav Gupta Jianguo Zhang Jindong Chen 65 276 0 10 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 546 41,106 0 28 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 40 97 0 02 May 2020
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu Kaili Huang Zheng Zhang Xiaoyan Zhu Minlie Huang 42 110 0 27 Feb 2020
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 72 609 0 12 Sep 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset Bill Byrne Karthikeyan K Chinnadhurai Sankar Arvind Neelakantan Daniel Duckworth Semih Yavuz Ben Goodrich Amit Dubey A. Cedilnik Kyu-Young Kim 39 216 0 01 Sep 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 157 3,133 0 22 Apr 2019
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 144 1,306 0 29 Sep 2018