Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset

12 September 2019

Papers citing "Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset"

50 / 144 papers shown

Title
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 86 2 0 01 May 2025
Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions James D. Finch Yasasvi Josyula Jinho Choi 43 0 0 25 Apr 2025
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue Sangyeop Kim S. Park Jaewon Jung Jinseok Kim Sungzoon Cho 47 0 0 06 Mar 2025
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling Hang Zheng Hongshen Xu Yuncong Liu Lu Chen Pascale Fung Kai Yu 112 2 0 04 Mar 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 98 1 0 26 Feb 2025
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking Christopher Richardson Roshan Sharma Neeraj Gaur Parisa Haghani Anirudh S. Sundar Bhuvana Ramabhadran 57 0 0 24 Feb 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Emre Can Acikgoz Jeremiah Greer Akul Datta Ze Yang William Zeng Oussama Elachqar Emmanouil Koukoumidis Dilek Hakkani-Tur Gokhan Tur LLMAG 108 3 0 20 Feb 2025
DFlow: Diverse Dialogue Flow Simulation with Large Language Models Wanyu Du Song Feng James Gung Lijia Sun Yi Zhang Saab Mansour Yanjun Qi 52 0 0 18 Oct 2024
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications Weijie Xu Jay Desai Fanyou Wu Josef Valvoda Srinivasan H. Sengamedu LLMAG 46 1 0 15 Oct 2024
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 54 1 0 24 Sep 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities Jiarui Lu Thomas Holleis Yizhe Zhang Bernhard Aumayer Feng Nan ... Shen Ma Mengyu Li Guoli Yin Zirui Wang Ruoming Pang LLMAG ELM 46 30 0 08 Aug 2024
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 55 1 0 05 Aug 2024
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents Andrew H. Lee Sina J. Semnani Galo Castillo-López Gaël de Chalendar Monojit Choudhury ... Jiwon Seo Tianhao Shen Manish Shrivastava Deyi Xiong Monica S. Lam 40 0 0 28 May 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 44 0 0 21 May 2024
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning Wen-Yu Chang Yun-Nung Chen 41 6 0 29 Apr 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking Tianwen Tang Tong Zhu Haodong Liu Yin Bai Jia Cheng Wenliang Chen MoE 29 0 0 12 Apr 2024
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Connor Pryor Quan Yuan J. Liu Mehran Kazemi Deepak Ramachandran Tania Bedrax-Weiss Lise Getoor 29 1 0 26 Mar 2024
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset Atsumoto Ohashi Ryutaro Hirai Shinya Iizuka Ryuichiro Higashinaka 51 1 0 26 Mar 2024
Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs Arian Askari Roxana Petcu Chuan Meng Mohammad Aliannejadi Amin Abolghasemi Evangelos Kanoulas Suzan Verberne 25 9 0 18 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Xing Han Lù Zdeněk Kasner Siva Reddy 36 60 0 08 Feb 2024
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn Yiwei Lyu Anthony Z. Liu Lajanugen Logeswaran Dong-Ki Kim Dongsub Shim Honglak Lee 28 3 0 07 Dec 2023
Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets Armand Stricker P. Paroubek 36 0 0 23 Nov 2023
Dialogue Quality and Emotion Annotations for Customer Support Conversations John Mendoncca Patrícia Pereira Miguel Menezes Vera Cabarrão Ana C. Farinha Helena Moniz Joao Paulo Carvalho A. Lavie Isabel Trancoso 18 3 0 23 Nov 2023
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 27 2 0 17 Nov 2023
Interpreting User Requests in the Context of Natural Language Standing Instructions Nikita Moghe Patrick Xia Jacob Andreas J. Eisner Benjamin Van Durme Harsh Jhamtani 29 3 0 16 Nov 2023
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems Nalin Kumar Ondrej Dusek 26 0 0 15 Nov 2023
Workflow-Guided Response Generation for Task-Oriented Dialogue Do June Min Paloma Sodhi Ramya Ramakrishnan 45 0 0 14 Nov 2023
Turn-Level Active Learning for Dialogue State Tracking Zihan Zhang Meng Fang Fanghua Ye Ling-Hao Chen Mohammad-Reza Namazi-Rad 48 1 0 23 Oct 2023
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking Chuang Li Yan Zhang Min-Yen Kan Haizhou Li 21 1 0 16 Oct 2023
Contextual Data Augmentation for Task-Oriented Dialog Systems Dustin Axman Avik Ray Shubham Garg Jing Huang 29 2 0 16 Oct 2023
Improving Dialogue Management: Quality Datasets vs Models Miguel Ángel Medina-Ramírez Cayetano Guerra M. Hernández-Tejera 21 0 0 02 Oct 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 61 17 0 21 Aug 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 39 22 0 19 Jul 2023
Does Collaborative Human-LM Dialogue Generation Help Information Extraction from Human Dialogues? Bo-Ru Lu Nikita Haduong Chia-Hsuan Lee Zeqiu Wu Hao Cheng Paul Koester J. Utke Tao Yu Noah A. Smith Mari Ostendorf SyDa 57 2 0 13 Jul 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 31 4 0 15 Jun 2023
Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction Julia White Arushi Raghuvanshi Yada Pruksachatkun 31 0 0 06 Jun 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues Yue Feng Yunlong Jiao Animesh Prasad Nikolaos Aletras Emine Yilmaz G. Kazai 30 5 0 26 May 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark Yuxing Long Binyuan Hui Caixia Yuan1 Fei Huang Yongbin Li Xiaojie Wang 29 4 0 26 May 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 33 7 0 24 May 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Raghavi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 31 3 0 23 May 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process Fanghua Ye Zhiyuan Hu Emine Yilmaz 29 6 0 21 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants A. Sun Varun Nair Elliot Schumacher Anitha Kannan 35 3 0 27 Apr 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 25 8 0 25 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 28 57 0 13 Apr 2023
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking Ruolin Su Jingfeng Yang Ting-Wei Wu B. Juang 24 2 0 25 Feb 2023
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response Generation Jinghong Chen Weizhe Lin Bill Byrne 27 1 0 29 Jan 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 31 7 0 26 Jan 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 51 1 0 20 Dec 2022
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog Miaoran Li Baolin Peng Michel Galley Jianfeng Gao Zhu Zhang 32 5 0 20 Dec 2022