TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue

15 April 2020

Papers citing "TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue"

43 / 43 papers shown

Title
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavas Heiko Paulheim 63 3 0 20 Jan 2025
Scaling Laws for Discriminative Classification in Large Language Models Dean Wyatte Fatemeh Tahmasbi Ming Li Thomas Markovich 28 2 0 24 May 2024
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems Clemencia Siro Mohammad Aliannejadi Maarten de Rijke 27 3 0 15 Apr 2024
Turn-Level Active Learning for Dialogue State Tracking Zihan Zhang Meng Fang Fanghua Ye Ling-Hao Chen Mohammad-Reza Namazi-Rad 34 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 13 1 0 16 Oct 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 32 19 0 28 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 19 0 0 03 Aug 2023
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs A. Komma Nagesh Panyam Chandrasekarasastry Timothy Leffel Anuj Kumar Goyal A. Metallinou Spyros Matsoukas Aram Galstyan 25 3 0 06 Jun 2023
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization Liang Chen Hongru Wang Yang Deng Wai-Chung Kwan Zezhong Wang Kam-Fai Wong 21 14 0 22 May 2023
Toward Connecting Speech Acts and Search Actions in Conversational Search Tasks Souvick Ghosh Satanu Ghosh C. Shah 22 2 0 08 May 2023
Language Model Pre-training on True Negatives Zhuosheng Zhang Hai Zhao Masao Utiyama Eiichiro Sumita 22 2 0 01 Dec 2022
Discovering the Hidden Facts of User-Dispatcher Interactions via Text-based Reporting Systems for Community Safety Yiren Liu Ryan D. W. Mayfield Yun Huang 14 2 0 09 Nov 2022
FCTalker: Fine and Coarse Grained Context Modeling for Expressive Conversational Speech Synthesis Yifan Hu Rui Liu Guanglai Gao Haizhou Li 51 7 0 27 Oct 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues Lahari Poddar Gyuri Szarvas Cheng Wang Jorge A. Balazs Pavel Danchenko P. Ernst 8 0 0 25 Oct 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 15 60 0 14 Sep 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 22 1 0 19 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 27 27 0 29 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 25 2 0 02 Jul 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 26 40 0 25 May 2022
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI Liangtai Sun Xingyu Chen Lu Chen Tianle Dai Zichen Zhu Kai Yu LLMAG 11 50 0 23 May 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 13 34 0 20 May 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 23 13 0 09 May 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 6 30 0 05 May 2022
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos Arnav Chakravarthy Zhiyuan Fang Yezhou Yang 21 2 0 28 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 11 5 0 15 Apr 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen 15 4 0 19 Mar 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 8 2 0 15 Mar 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 11 8 0 28 Feb 2022
Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 Challenge Javier Chiyah-Garcia Alessandro Suglia José Lopes Arash Eshghi Helen F. Hastie 13 8 0 25 Feb 2022
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang Xing Xie 17 58 0 24 Feb 2022
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 8 37 0 01 Dec 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 14 25 0 04 Nov 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 9 21 0 11 Oct 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding Shiyang Li Semih Yavuz Wenhu Chen Xifeng Yan 16 12 0 14 Sep 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 27 32 0 28 Aug 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 30 63 0 22 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 68 142 0 08 Dec 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 6 20 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 15 59 0 28 Sep 2020
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Andrea Madotto Zihan Liu Zhaojiang Lin Pascale Fung 38 57 0 14 Aug 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 14 523 0 02 May 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018