SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation

14 September 2022

Min Yang

Fei Huang

Papers citing "SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation"

50 / 51 papers shown

Title
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use Jiajun Xi Yinong He Jianing Yang Yinpei Dai Joyce Chai LM&Ro 24 2 0 31 Oct 2024
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue Longxuan Ma Jiapeng Li Mingda Li Wenbo Zhang Ting Liu 36 1 0 21 Oct 2024
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue Huifang Du Shuqin Li Minghao Wu Xuejing Feng Yuan-Fang Li Haofen Wang OffRL 86 1 0 20 Jun 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems Christos Vlachos Themos Stafylakis Ion Androutsopoulos 45 1 0 10 Jun 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation Cheng Niu Xingguang Wang Xuxin Cheng Juntong Song Tong Zhang 38 10 0 17 May 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity Jiayang Li Jiale Li 37 7 0 06 Apr 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 27 1 0 07 Mar 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 59 57 0 28 Feb 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling Longxiang Liu Xiuxing Li Yang Feng 19 0 0 28 Jan 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 21 3 0 07 Dec 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 59 20 0 28 Nov 2023
Think, Act, and Ask: Open-World Interactive Personalized Robot Navigation Yinpei Dai Run Peng Sikai Li Joyce Chai LM&Ro 37 24 0 12 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-training Lucen Zhong Hengtong Lu Caixia Yuan Xiaojie Wang Jiashen Sun Ke Zeng Guanglu Wan VLM 24 0 0 01 Oct 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models Haoyu Gao Ting-En Lin Hangyu Li Min Yang Yuchuan Wu Wentao Ma Yongbin Li LRM 34 10 0 22 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 37 3 0 20 Sep 2023
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Jiangshu Du Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu VLM 26 0 0 07 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis Zaijing Li Ting-En Lin Yuchuan Wu Meng Liu Fengxiao Tang Mingde Zhao Yongbin Li 29 16 0 04 Sep 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System Jianguo Zhang Stephen Roller Kun Qian Zhiwei Liu Rui Meng Shelby Heinecke Haiquan Wang Silvio Savarese Caiming Xiong RALM 25 3 0 16 Aug 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 24 1 0 14 Jul 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents Shuzheng Si Wen-Cheng Ma Haoyu Gao Yuchuan Wu Ting-En Lin Yinpei Dai Hangyu Li Rui Yan Fei Huang Yongbin Li AuLLM 42 28 0 22 May 2023
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment Tianshu Yu Haoyu Gao Ting-En Lin Min Yang Yuchuan Wu Wen-Cheng Ma Chao Wang Fei Huang Yongbin Li 19 18 0 19 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 31 13 0 19 May 2023
Dual Semantic Knowledge Composed Multimodal Dialog Systems Xiaolin Chen Xuemeng Song Yin-wei Wei Liqiang Nie Tat-Seng Chua 13 8 0 17 May 2023
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation Haoyu Gao Rui Wang Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li 32 10 0 04 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System Namo Bang Jeehyun Lee M. Koo 173 37 0 04 May 2023
Empathetic Response Generation via Emotion Cause Transition Graph Yushan Qian Bo Wang Ting-En Lin Yinhe Zheng Yingfu Zhu Dongming Zhao Yuexian Hou Yuchuan Wu Yongbin Li 41 15 0 23 Feb 2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph Yuxing Long Binyuan Hui Fulong Ye Yanyang Li Zhuoxin Han Caixia Yuan Yongbin Li Xiaojie Wang LLMAG 30 7 0 05 Jan 2023
KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu Fei Mi Zheng Zhang Yasheng Wang Yitong Li Xin Jiang Qun Liu Xiaoyan Zhu Minlie Huang 16 5 0 04 Dec 2022
Semi-Supervised Lifelong Language Learning Ying Zhao Yinhe Zheng Yu Bowen Zhiliang Tian Dongkyu Lee Jian Sun Haiyang Yu Yongbin Li N. Zhang CLL KELM 37 3 0 23 Nov 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation Yinpei Dai Wanwei He Bowen Li Yuchuan Wu Zhen Cao Zhongqi An Jian Sun Yongbin Li ELM ALM 41 12 0 21 Nov 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 31 110 0 21 Nov 2022
Estimating Soft Labels for Out-of-Domain Intent Detection Hao Lang Yinhe Zheng Jian Sun Feiling Huang Luo Si Yongbin Li 35 15 0 10 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 30 8 0 27 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue Ying Zhao Yinhe Zheng Zhiliang Tian Chang Gao Yu Bowen Haiyang Yu Yongbin Li Jianguo Sun N. Zhang CLL OffRL 24 12 0 14 Oct 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 35 31 0 14 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 29 52 0 29 Aug 2022
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration Zhenyu Zhang Yu Bowen Haiyang Yu Tingwen Liu Cheng Fu Jingyang Li Chengguang Tang Jian Sun Yongbin Li 31 6 0 14 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 71 40 0 28 Jun 2022
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems Ting-En Lin Yuchuan Wu Feiling Huang Luo Si Jian Sun Yongbin Li 49 22 0 30 May 2022
Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al. (2021) Yinhe Zheng Guanyi Chen OODD 19 0 0 24 May 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 150 192 0 29 Sep 2021
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder Zhenyu Zhang Tao Guo Meng Chen SSL 37 23 0 22 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 33 129 0 09 Sep 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 124 203 0 27 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning Byoungjip Kim Jinho Choo Yeong-Dae Kwon Seongho Joe Seungjai Min Youngjune Gwon SSL 33 52 0 16 Jan 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 73 142 0 08 Dec 2020
STAR: A Schema-Guided Dialog Dataset for Transfer Learning Johannes E. M. Mosig Shikib Mehri Thomas Kober 89 42 0 22 Oct 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 22 2 0 04 Nov 2018