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SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
14 September 2022
Wanwei He
Yinpei Dai
Min Yang
Jian Sun
Fei Huang
Luo Si
Yongbin Li
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Papers citing
"SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation"
44 / 44 papers shown
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
Yiming Du
Bingbing Wang
Yang He
Bin Liang
Baojun Wang
Zhongyang Li
Lin Gui
Jeff Z. Pan
Ruifeng Xu
Kam-Fai Wong
379
0
0
26 May 2025
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Zihan Niu
Zheyong Xie
Shaosheng Cao
Chonggang Lu
Zheyu Ye
...
Yan Gao
Jia Chen
Zhe Xu
Yi-Chen Wu
Yao Hu
244
2
0
29 Apr 2025
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Jiajun Xi
Yinong He
Jianing Yang
Yinpei Dai
Joyce Chai
LM&Ro
293
9
0
31 Oct 2024
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue
Longxuan Ma
Jiapeng Li
Mingda Li
Weinan Zhang
Ting Liu
335
2
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
278
3
0
20 Jun 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Christos Vlachos
Themos Stafylakis
Ion Androutsopoulos
314
2
0
10 Jun 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Cheng Niu
Xingguang Wang
Xuxin Cheng
Juntong Song
Tong Zhang
274
23
0
17 May 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity
Jiayang Li
Jiale Li
310
16
0
06 Apr 2024
Chain of Thought Explanation for Dialogue State Tracking
Lin Xu
Ningxin Peng
Daquan Zhou
See-Kiong Ng
Jinlan Fu
LRM
214
2
0
07 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi
Jiarui Ouyang
Yuwen Liu
Yuwen Liu
Tianhao Liao
Haohao Luo
Ying Shen
LRM
LLMAG
396
149
0
28 Feb 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling
AAAI Conference on Artificial Intelligence (AAAI), 2024
Longxiang Liu
Xiuxing Li
Yang Feng
274
0
0
28 Jan 2024
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sungryull Sohn
Yiwei Lyu
Anthony Z. Liu
Lajanugen Logeswaran
Dong-Ki Kim
Dongsub Shim
Honglak Lee
244
4
0
07 Dec 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models
Hongru Wang
Lingzhi Wang
Yiming Du
Liang Chen
Jing Zhou
Yufei Wang
Kam-Fai Wong
LRM
451
23
0
28 Nov 2023
Think, Act, and Ask: Open-World Interactive Personalized Robot Navigation
IEEE International Conference on Robotics and Automation (ICRA), 2023
Yinpei Dai
Run Peng
Sikai Li
Joyce Chai
LM&Ro
444
42
0
12 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-training
Natural Language Processing and Chinese Computing (NLPCC), 2023
Lucen Zhong
Hengtong Lu
Caixia Yuan
Fangkun Zhao
Jiashen Sun
Ke Zeng
Guanglu Wan
VLM
189
1
0
01 Oct 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models
International Conference on Language Resources and Evaluation (LREC), 2023
Haoyu Gao
Ting-En Lin
Hangyu Li
Min Yang
Yuchuan Wu
Wentao Ma
Yongbin Li
LRM
207
17
0
22 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
International Conference on Language Resources and Evaluation (LREC), 2023
Yucheng Cai
Wentao Ma
Yuchuan Wu
Shuzheng Si
Yuan Shao
Zhijian Ou
Yongbin Li
309
4
0
20 Sep 2023
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Jiangshu Du
Congying Xia
Wenpeng Yin
Tingting Liang
Philip S. Yu
VLM
286
1
0
07 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis
ACM Multimedia (ACM MM), 2023
Zaijing Li
Ting-En Lin
Yuchuan Wu
Meng Liu
Zhiqi Guo
Mingde Zhao
Yongbin Li
267
26
0
04 Sep 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System
SIGDIAL Conferences (SIGDIAL), 2023
Jianguo Zhang
Stephen Roller
Kun Qian
Zhiwei Liu
Rui Meng
Shelby Heinecke
Haiquan Wang
Silvio Savarese
Caiming Xiong
RALM
203
3
0
16 Aug 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems
Natural Language Processing (NLP), 2023
Shivani Kumar
S. Bhatia
Milan Aggarwal
Tanmoy Chakraborty
299
1
0
14 Jul 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
Neural Information Processing Systems (NeurIPS), 2023
Shuzheng Si
Wen-Cheng Ma
Haoyu Gao
Yuchuan Wu
Ting-En Lin
Yinpei Dai
Hangyu Li
Rui Yan
Fei Huang
Yongbin Li
AuLLM
391
61
0
22 May 2023
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Tianshu Yu
Haoyu Gao
Ting-En Lin
Min Yang
Yuchuan Wu
Wen-Cheng Ma
Chao Wang
Fei Huang
Yongbin Li
158
36
0
19 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Preslav Nakov
Mingzhe Li
Shen Gao
Xin Cheng
Qiang Yang
Qishen Zhang
Xin Gao
Xiangliang Zhang
284
17
0
19 May 2023
Dual Semantic Knowledge Composed Multimodal Dialog Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Xiaolin Chen
Xuemeng Song
Yin-wei Wei
Liqiang Nie
Tat-Seng Chua
104
10
0
17 May 2023
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Haoyu Gao
Rui Wang
Ting-En Lin
Yuchuan Wu
Min Yang
Fei Huang
Yongbin Li
258
20
0
04 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Namo Bang
Jeehyun Lee
M. Koo
685
50
0
04 May 2023
Empathetic Response Generation via Emotion Cause Transition Graph
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yushan Qian
Bo Wang
Ting-En Lin
Yinhe Zheng
Yingfu Zhu
Dongming Zhao
Yuexian Hou
Yuchuan Wu
Yongbin Li
152
20
0
23 Feb 2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yuxing Long
Binyuan Hui
Fulong Ye
Yanyang Li
Zhuoxin Han
Caixia Yuan
Yongbin Li
Xiaojie Wang
LLMAG
205
9
0
05 Jan 2023
KPT: Keyword-guided Pre-training for Grounded Dialog Generation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qi Zhu
Fei Mi
Zheng Zhang
Yasheng Wang
Yitong Li
Xin Jiang
Qun Liu
Xiaoyan Zhu
Shiyu Huang
281
5
0
04 Dec 2022
Semi-Supervised Lifelong Language Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ying Zhao
Yinhe Zheng
Yu Bowen
Zhiliang Tian
Dongkyu Lee
Jian Sun
Haiyang Yu
Yongbin Li
Ningyu Zhang
CLL
KELM
238
3
0
23 Nov 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yinpei Dai
Wanwei He
Bowen Li
Yuchuan Wu
Zhen Cao
Zhongqi An
Jian Sun
Yongbin Li
ELM
ALM
250
13
0
21 Nov 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Guimin Hu
Ting-En Lin
Yi Zhao
Guangming Lu
Yuchuan Wu
Yongbin Li
278
185
0
21 Nov 2022
Estimating Soft Labels for Out-of-Domain Intent Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hao Lang
Yinhe Zheng
Jian Sun
Feiling Huang
Luo Si
Yongbin Li
196
19
0
10 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Che Liu
Rui Wang
Junfeng Jiang
Yongbin Li
Fei Huang
SSL
259
9
0
27 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ying Zhao
Yinhe Zheng
Zhiliang Tian
Chang Gao
Yu Bowen
Haiyang Yu
Yongbin Li
Jianguo Sun
Ningyu Zhang
CLL
OffRL
218
14
0
14 Oct 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding
International Conference on Computational Linguistics (COLING), 2022
Wanwei He
Yinpei Dai
Binyuan Hui
Min Yang
Zhen Cao
Jianbo Dong
Fei Huang
Luo Si
Yongbin Li
VLM
248
35
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
243
77
0
29 Aug 2022
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration
ACM Multimedia (ACM MM), 2022
Zhenyu Zhang
Yu Bowen
Haiyang Yu
Tingwen Liu
Cheng Fu
Jingyang Li
Chengguang Tang
Jian Sun
Yongbin Li
232
5
0
14 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
Knowledge Discovery and Data Mining (KDD), 2022
Lihan Wang
Bowen Qin
Binyuan Hui
Bowen Li
Min Yang
Bailin Wang
Binhua Li
Fei Huang
Luo Si
Yongbin Li
209
50
0
28 Jun 2022
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems
Knowledge Discovery and Data Mining (KDD), 2022
Ting-En Lin
Yuchuan Wu
Feiling Huang
Luo Si
Jian Sun
Yongbin Li
340
32
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
298
0
0
24 May 2022
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
659
555
0
10 Mar 2020
Elastic CRFs for Open-ontology Slot Filling
Yinpei Dai
Yichi Zhang
Hong Liu
Zhijian Ou
Yanmeng Wang
Junlan Feng
221
2
0
04 Nov 2018
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