Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

15 October 2021

Andrea Madotto

Papers citing "Few-Shot Bot: Prompt-Based Learning for Dialogue Systems"

22 / 22 papers shown

Title
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 54 2 0 07 Jun 2024
Apollonion: Profile-centric Dialog Agent Shangyu Chen Zibo Zhao Yuanyuan Zhao Xiang Li LLMAG 29 1 0 10 Apr 2024
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 22 3 0 16 Oct 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 25 0 0 10 Oct 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 42 22 0 29 Aug 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 17 19 0 09 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 19 62 0 08 May 2023
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema A. Mosharrof M. H. Maqbool A. B. Siddique VLM 19 4 0 28 Mar 2023
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 26 73 0 22 Jun 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 38 98 0 24 Mar 2022
Extracting and Inferring Personal Attributes from Dialogue Zhilin Wang Xuhui Zhou Rik Koncel-Kedziorski Alex Marin Fei Xia 17 14 0 26 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 51 44 0 14 Sep 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 233 278 0 15 Jul 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 242 1,977 0 31 Dec 2020
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Adding Chit-Chat to Enhance Task-Oriented Dialogues Kai Sun Seungwhan Moon Paul A. Crook Stephen Roller Becka Silvert Bing-Quan Liu Zhiguang Wang Honglei Liu Eunjoon Cho Claire Cardie 59 66 0 24 Oct 2020
STAR: A Schema-Guided Dialog Dataset for Transfer Learning Johannes E. M. Mosig Shikib Mehri Thomas Kober 89 42 0 22 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 180 151 0 24 Sep 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,584 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,576 0 03 Sep 2019