Neural Approaches to Conversational AI

21 September 2018

Papers citing "Neural Approaches to Conversational AI"

50 / 98 papers shown

Title
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation Shiza Ali Jeremy Blackburn Gianluca Stringhini 59 0 0 24 Feb 2025
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset Atsumoto Ohashi Ryutaro Hirai Shinya Iizuka Ryuichiro Higashinaka 43 1 0 26 Mar 2024
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 31 1 0 14 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 19 5 0 13 Oct 2023
Taxonomy of AISecOps Threat Modeling for Cloud Based Medical Chatbots Ruby Annette Jayaseela Dhanaraj W. Banu S. SharonPriya Subash Chandran 21 3 0 18 May 2023
Toward Connecting Speech Acts and Search Actions in Conversational Search Tasks Souvick Ghosh Satanu Ghosh C. Shah 25 2 0 08 May 2023
Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering Munazza Zaib Quan Z. Sheng W. Zhang A. Mahmood 13 1 0 14 Apr 2023
Conversational Tree Search: A New Hybrid Dialog Task Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 43 7 0 17 Mar 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 24 7 0 18 Feb 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 23 8 0 06 Jan 2023
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog Miaoran Li Baolin Peng Michel Galley Jianfeng Gao Zhu Zhang 19 5 0 20 Dec 2022
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation Jiazhan Feng Qingfeng Sun Can Xu Pu Zhao Yaming Yang Chongyang Tao Dongyan Zhao Qingwei Lin 24 52 0 10 Nov 2022
Active Countermeasures for Email Fraud Wentao Chen Fuzhou Wang Matthew Edwards 22 5 0 26 Oct 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems Weihao Zeng Keqing He Zechen Wang Dayuan Fu Guanting Dong ... Pei Wang Jingang Wang Chaobo Sun Wei Yu Wu Weiran Xu 25 15 0 17 Oct 2022
Bil-DOS: A Bi-lingual Dialogue Ordering System (for Subway) Zirong Chen Haotian Xue 20 0 0 11 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 25 9 0 07 Oct 2022
Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots Waiman Si Michael Backes Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini Savvas Zannettou Yang Zhang 31 58 0 07 Sep 2022
Kinova Gemini: Interactive Robot Grasping with Visual Reasoning and Conversational AI Hanxiao Chen Jiankun Wang M. Meng 11 6 0 03 Sep 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation Longxuan Ma Ziyu Zhuang Weinan Zhang Mingda Li Ting Liu 21 4 0 17 Aug 2022
Manual-Guided Dialogue for Flexible Conversational Agents Ryuichi Takanobu Hao Zhou Yankai Lin Peng Li Jie Zhou Minlie Huang 19 1 0 16 Aug 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 18 7 0 25 Jul 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 19 9 0 19 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 30 2 0 02 Jul 2022
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jorge Armando Mendez Mendez Alborz Geramifard Mohammad Ghavamzadeh Bing-Quan Liu OffRL 19 6 0 01 Jul 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 58 9 0 24 Jun 2022
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 39 73 0 22 Jun 2022
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning Wai-Chung Kwan Hongru Wang Huimin Wang Kam-Fai Wong OffRL 32 42 0 28 Feb 2022
DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following Xiaofeng Gao Qiaozi Gao Ran Gong Kaixiang Lin Govind Thattai Gaurav Sukhatme LM&Ro 87 70 0 27 Feb 2022
ASSIST: Towards Label Noise-Robust Dialogue State Tracking Fanghua Ye Yue Feng Emine Yilmaz 21 21 0 26 Feb 2022
Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey Ngoc Dung Huynh Mohamed Reda Bouadjenek Imran Razzak Kevin Lee Chetan Arora Ali Hassani A. Zaslavsky AAML 23 6 0 22 Feb 2022
UX Research on Conversational Human-AI Interaction: A Literature Review of the ACM Digital Library Qingxiao Zheng Yiliu Tang Yiren Liu Weizi Liu Yun Huang 19 63 0 20 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 44 2,232 0 08 Feb 2022
DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment Flávio N. Caccao M. M. José A. Oliveira Stefano Spindola A. H. R. Costa Fabio Gagliardi Cozman 26 6 0 19 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 32 9 0 07 Sep 2021
An Evaluation of Generative Pre-Training Model-based Therapy Chatbot for Caregivers Lu Wang Munif Ishad Mujib Jake Williams G. Demiris Jina Huh-Yoo AI4MH 19 32 0 28 Jul 2021
Toward Collaborative Reinforcement Learning Agents that Communicate Through Text-Based Natural Language Kevin Eloff H. Engelbrecht AI4CE 22 4 0 20 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 34 105 0 07 Jul 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Fei Wu Jiwei Li Tianwei Zhang AAML SILM 23 47 0 03 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 37 88 0 02 Jun 2021
OTTers: One-turn Topic Transitions for Open-Domain Dialogue Karin Sevegnani David M. Howcroft Ioannis Konstas Verena Rieser LRM 26 41 0 28 May 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 19 19 0 11 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 2021
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph Chi-Man Wong Fan Feng Wen Zhang Chi-Man Vong Hui Chen Yichi Zhang Peng He Hua-Ni Chen Kun Zhao Huajun Chen HAI 21 26 0 30 Apr 2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP Munazza Zaib Quan Z. Sheng W. Zhang 22 67 0 22 Apr 2021
Emotion Dynamics Modeling via BERT Haiqing Yang Jianping Shen 22 11 0 15 Apr 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann M. Maleshkova LMTD GNN 33 53 0 04 Apr 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation Xiaoyang Wang Chen Li Jianqiao Zhao Dong Yu 17 39 0 03 Mar 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 48 63 0 22 Jan 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 42 73 0 01 Jan 2021