Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems

12 July 2019

Papers citing "Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems"

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GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification Priya Mishra Suraj Racha Kaustubh Ponkshe Adit Akarsh Ganesh Ramakrishnan 41 0 0 08 Nov 2024
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks Miria Feng Zachary Frangella Mert Pilanci BDL 48 1 0 02 Nov 2024
Experimental Evaluation of Machine Learning Models for Goal-oriented Customer Service Chatbot with Pipeline Architecture Nurul Ain Nabilah Mohd Isa Siti Nuraishah Agos Jawaddi Azlan Ismail 21 2 0 27 Sep 2024
Two eyes, Two views, and finally, One summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization Anisha Saha Abhisek Tiwari Bokkasam Venkata Sai Ruthvik Sriparna Saha 29 0 0 21 Jul 2024
Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings Keno Moenck Duc Trung Thieu Julian Koch Thorsten Schuppstuhl VLM 27 0 0 14 Jun 2024
Reconstructing training data from document understanding models Jérémie Dentan Arnaud Paran A. Shabou AAML SyDa 49 1 0 05 Jun 2024
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization Anindya Sarkar S. Sastry Aleksis Pirinen Chongjie Zhang Nathan Jacobs Yevgeniy Vorobeychik 49 5 0 04 Jun 2024
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language Cagri Toraman VLM 41 5 0 13 May 2024
PhilHumans: Benchmarking Machine Learning for Personal Health Vadim Liventsev Vivek Kumar Allmin Pradhap Singh Susaiyah Zixiu "Alex" Wu Ivan Rodin ... Milan Petkovic Diego Reforgiato Recupero Ehud Reiter Daniele Riboni Raymond Sterling AI4MH LM&MA 34 0 0 04 May 2024
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems Clemencia Siro Mohammad Aliannejadi Maarten de Rijke 43 3 0 15 Apr 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 62 58 0 28 Feb 2024
Multi-User Chat Assistant (MUCA): a Framework Using LLMs to Facilitate Group Conversations Manqing Mao Paishun Ting Yijian Xiang Mingyang Xu Julia Chen Jianzhe Lin LLMAG 36 6 0 10 Jan 2024
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 37 4 0 26 Nov 2023
Multi-Step Dialogue Workflow Action Prediction Ramya Ramakrishnan Ethan R. Elenberg H. Narangodage Ryan McDonald 15 1 0 16 Nov 2023
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavas Anna Korhonen Ivan Vulić LRM 32 2 0 16 Nov 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions Libo Qin Wenbo Pan Qiguang Chen Lizi Liao Zhou Yu Yue Zhang Wanxiang Che Min Li 28 11 0 15 Nov 2023
Speech-based Slot Filling using Large Language Models Guangzhi Sun Shutong Feng Dongcheng Jiang Chao Zhang Milica Gasic P. Woodland 31 1 0 13 Nov 2023
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers Sohini Roychowdhury Andres Alvarez Brian Moore Marko Krema Maria Paz Gelpi ... Angel Rodriguez Jose Ramon Cabrejas Pablo Martinez Serrano Punit Agrawal Arijit Mukherjee 41 8 0 09 Nov 2023
Automated Natural Language Explanation of Deep Visual Neurons with Large Models Chenxu Zhao Wei Qian Yucheng Shi Mengdi Huai Ninghao Liu 29 2 0 16 Oct 2023
AE-GPT: Using Large Language Models to Extract Adverse Events from Surveillance Reports-A Use Case with Influenza Vaccine Adverse Events Yiming Li Xiaodong Lin Jianping He Cui Tao LM&MA 31 25 0 28 Sep 2023
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization Abhisek Tiwari Anisha Saha S. Saha P. Bhattacharyya Minakshi Dhar 19 7 0 27 Sep 2023
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy Learning Wai-Chung Kwan Huimin Wang Hongru Wang Zezhong Wang Xian Wu Yefeng Zheng Kam-Fai Wong OffRL 20 0 0 01 Sep 2023
MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation Srija Macherla Man Luo Mihir Parmar Chitta Baral 33 4 0 16 Aug 2023
DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection Sudipta Paria Aritra Dasgupta Swarup Bhunia 11 21 0 14 Aug 2023
Isolated Scheduling for Distributed Training Tasks in GPU Clusters Xinchi Han Weihao Jiang Peirui Cao Qinwei Yang Yunzhuo Liu Shuyao Qi Sheng-Yuan Lin Shi-Ming Zhao 21 1 0 10 Aug 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla W. Mansoor 33 115 0 26 Jul 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 30 6 0 24 Jul 2023
Agreement Tracking for Multi-Issue Negotiation Dialogues Amogh Mannekote Bonnie J. Dorr K. Boyer 36 0 0 13 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 26 21 0 09 Jul 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Guangzhi Sun C. Zhang Ivan Vulić Paweł Budzianowski P. Woodland 39 6 0 04 Jul 2023
Gender Bias in Transformer Models: A comprehensive survey Praneeth Nemani Yericherla Deepak Joel Pallavi Vijay Farhana Ferdousi Liza 24 3 0 18 Jun 2023
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System Mauajama Firdaus Avinash Madasu Asif Ekbal 44 7 0 27 May 2023
Healing Unsafe Dialogue Responses with Weak Supervision Signals Zi Liang Pinghui Wang Ruofei Zhang Shuo Zhang Xiaofan Ye Yi Huang Junlan Feng 29 1 0 25 May 2023
From Text to MITRE Techniques: Exploring the Malicious Use of Large Language Models for Generating Cyber Attack Payloads P. Charan Hrushikesh Chunduri P. Anand S. Shukla 22 40 0 24 May 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems Jakub Macina Nico Daheim Sankalan Pal Chowdhury Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 22 55 0 23 May 2023
Domain Private Transformers for Multi-Domain Dialog Systems Anmol Kabra Ethan R. Elenberg 19 0 0 23 May 2023
Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues Yue Feng Hossein A. Rahmani Aldo Lipani Emine Yilmaz RALM 66 8 0 23 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 39 6 0 19 May 2023
The Ethics of AI in Games Dávid Melhárt Julian Togelius Benedikte Mikkelsen Christoffer Holmgård Georgios N. Yannakakis 31 24 0 12 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 22 5 0 09 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System Namo Bang Jeehyun Lee M. Koo 176 37 0 04 May 2023
An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems M. Farahani Richard Johansson 19 0 0 17 Apr 2023
ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing Brady Lund Ting Wang Nishith Reddy Mannuru Bing Nie S. Shimray Ziang Wang AI4CE 15 498 0 21 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Automatic Geo-alignment of Artwork in Children's Story Books Jakub J Dylag V. Suarez James Wald Aneesha Amodini Uvara DiffM 46 0 0 16 Mar 2023
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs Rahul Goel Bridger Waleed Ammar Aditya Gupta Siddharth Vashishtha Motoki Sano ... A. Trukhina Shachi Paul Pararth Shah Rushin Shah Zhou Yu 16 15 0 15 Mar 2023
Can Large Language Models design a Robot? F. Stella Cosimo Della Santina Josie Hughes LM&Ro 6 2 0 15 Mar 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 48 37 0 27 Feb 2023
Analyzing Leakage of Personally Identifiable Information in Language Models Nils Lukas A. Salem Robert Sim Shruti Tople Lukas Wutschitz Santiago Zanella Béguelin PILM 24 211 0 01 Feb 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 28 159 0 24 Jan 2023