Adapting Task-Oriented Dialogue Models for Email Conversations

19 August 2022

Papers citing "Adapting Task-Oriented Dialogue Models for Email Conversations"

24 / 24 papers shown

Title
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 82 7 0 02 Nov 2021
NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback Ruijie Zhou Soham Deshmukh Jeremiah Greer Charles Lee 51 9 0 05 Oct 2021
Improving weakly supervised sound event detection with self-supervised auxiliary tasks Soham Deshmukh Bhiksha Raj Rita Singh 43 11 0 12 Jun 2021
Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection Soham Deshmukh Bhiksha Raj Rita Singh 40 8 0 17 Aug 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 165 2,750 0 05 Jun 2020
Learning with Weak Supervision for Email Intent Detection Kai Shu Subhabrata Mukherjee Guoqing Zheng Ahmed Hassan Awadallah Milad Shokouhi S. Dumais 56 34 0 26 May 2020
Intent Mining from past conversations for conversational agent Ajay Chatterjee Shubhashis Sengupta 116 42 0 22 May 2020
Smart To-Do : Automatic Generation of To-Do Items from Emails Sudipto Mukherjee Subhabrata Mukherjee Marcello Hasegawa Ahmed Hassan Awadallah Ryen W. White 44 14 0 05 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 96 529 0 02 May 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 143 462 0 19 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 64 323 0 15 Apr 2020
ScopeIt: Scoping Task Relevant Sentences in Documents Vishwas Suryanarayanan Barun Patra P. Bhattacharya C. Fufa Charles Lee 32 4 0 23 Feb 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 196 1,527 0 01 Nov 2019
Hierarchical Transformers for Long Document Classification R. Pappagari Piotr Żelasko Jesús Villalba Yishay Carmiel Najim Dehak 82 245 0 23 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 255 7,547 0 02 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 373 6,467 0 26 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 680 24,541 0 26 Jul 2019
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling Haihong E Peiqing Niu Zhongfu Chen Meina Song 49 242 0 30 Jun 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 227 1,560 0 08 May 2019
Fine-tune BERT for Extractive Summarization Yang Liu 70 486 0 25 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Actionable Email Intent Modeling with Reparametrized RNNs Chu-cheng Lin Dongyeop Kang Michael Gamon Madian Khabsa Ahmed Hassan Awadallah Patrick Pantel 34 16 0 26 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 86 677 0 06 Sep 2016