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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
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2018
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Zhilin Yang
Peng Qi
Saizheng Zhang
Yoshua Bengio
William W. Cohen
Ruslan Salakhutdinov
Christopher D. Manning
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3
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A Simple and Effective Model for Answering Multi-span Questions
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2020
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Elad Segal
Avia Efrat
Mor Shoham
Amir Globerson
Jonathan Berant
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3
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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
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2019
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Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
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3
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Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension
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2019
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Daniel Andor
Luheng He
Kenton Lee
Emily Pitler
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3
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A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning
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2019
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Minghao Hu
Yuxing Peng
Zhen Huang
Dongsheng Li
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3
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NumNet: Machine Reading Comprehension with Numerical Reasoning
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2019
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Qiu Ran
Yankai Lin
Peng Li
Jie Zhou
Zhiyuan Liu
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3
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Injecting Numerical Reasoning Skills into Language Models
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2020
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Mor Geva
Ankit Gupta
Jonathan Berant
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3
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RACE: Large-scale ReAding Comprehension Dataset From Examinations
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2017
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Guokun Lai
Qizhe Xie
Hanxiao Liu
Yiming Yang
Eduard Hovy
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3
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Question Directed Graph Attention Network for Numerical Reasoning over Text
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2020
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Kunlong Chen
Weidi Xu
Xingyi Cheng
Zou Xiaochuan
Yuyu Zhang
Le Song
Taifeng Wang
Qi Yuan
Wei Chu
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3
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LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking
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2022
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Yifan Wang
Jing Zhao
Junwei Bao
Chaoqun Duan
Youzheng Wu
Xiaodong He
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2
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Simple and Effective Multi-Paragraph Reading Comprehension
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2018
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Christopher Clark
Matt Gardner
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2
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A Simple Language Model for Task-Oriented Dialogue
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2020
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Ehsan Hosseini-Asl
Bryan McCann
Chien-Sheng Wu
Semih Yavuz
Richard Socher
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2
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MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
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2020
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Zhaojiang Lin
Andrea Madotto
Genta Indra Winata
Pascale Fung
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2
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Deep Contextualized Word Representations
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2018
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Matthew E. Peters
Mark E Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
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2
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CoQA: A Conversational Question Answering Challenge
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2019
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Siva Reddy
Danqi Chen
Christopher D. Manning
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2
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RoBERTa: A Robustly Optimized BERT Pretraining Approach
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2019
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Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
Mike Lewis
Luke Zettlemoyer
Veselin Stoyanov
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2
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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2
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Decoupled Weight Decay Regularization
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2017
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Ilya Loshchilov
Frank Hutter
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2
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SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
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2019
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Hwaran Lee
Jinsik Lee
Tae-Yoon Kim
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2
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Neural Module Networks for Reasoning over Text
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2020
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Nitish Gupta
Kevin Lin
Dan Roth
Sameer Singh
Matt Gardner
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2
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QuAC: Question Answering in Context
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2018
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Eunsol Choi
He He
Mohit Iyyer
Mark Yatskar
Wen-tau Yih
Yejin Choi
Percy Liang
Luke Zettlemoyer
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2
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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
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2016
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Payal Bajaj
Daniel Campos
Nick Craswell
Li Deng
Jianfeng Gao
Xiaodong Liu
Rangan Majumder
Andrew McNamara
Bhaskar Mitra
Tri Gia Nguyen
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2
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Span Selection Pre-training for Question Answering
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2020
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Michael Glaß
Alfio Gliozzo
Rishav Chakravarti
Anthony Ferritto
Lin Pan
G P Shrivatsa Bhargav
Dinesh Garg
Avi Sil
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2
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
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2016
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Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
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2
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A Network-based End-to-End Trainable Task-oriented Dialogue System
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2017
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Tsung-Hsien Wen
David Vandyke
Nikola Mrkšić
Milica Gašić
Lina M. Rojas Barahona
Pei-Hao Su
Stefan Ultes
Steve Young
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2
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DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
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2018
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Wei He
Kai Liu
Jing Liu
Yajuan Lyu
Shiqi Zhao
Xinyan Xiao
Yuan Liu
Yizhong Wang
Hua Wu
Qiaoqiao She
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2
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
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2020
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Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
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2
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MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
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2018
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Paweł Budzianowski
Tsung-Hsien Wen
Bo-Hsiang Tseng
Iñigo Casanueva
Stefan Ultes
Osman Ramadan
Milica Gašić
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2
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Multilingual Denoising Pre-training for Neural Machine Translation
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2020
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Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
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1
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HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
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2021
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Shaobo Li
Xiaoguang Li
Lifeng Shang
Xin Jiang
Qun Liu
Chengjie Sun
Zhenzhou Ji
Bingquan Liu
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1
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AuGPT: Dialogue with Pre-trained Language Models and Data Augmentation.
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2021
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Jonáš Kulhánek
Vojtěch Hudeček
Tomáš Nekvinda
Ondřej Dušek
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1
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Domain State Tracking for a Simplified Dialogue System
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2021
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Hyunmin Jeon
Gary Geunbae Lee
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1
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Jointly Optimizing State Operation Prediction and Value Generation for Dialogue State Tracking
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2020
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Yan Zeng
Jian‐Yun Nie
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1
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Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
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2021
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Qingyang Wu
Yichi Zhang
Yu Li
Zhou Yu
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1
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SimCSE: Simple Contrastive Learning of Sentence Embeddings
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2021
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Tianyu Gao
Xingcheng Yao
Danqi Chen
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1
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Slot Self-Attentive Dialogue State Tracking
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2021
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Fanghua Ye
Jarana Manotumruksa
Qiang Zhang
Shenghui Li
Emine Yılmaz
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1
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A Sequence-to-Sequence Approach to Dialogue State Tracking
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2021
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Yue Feng
Yan Wang
Hang Li
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1
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ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
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2021
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Yuanmeng Yan
Rumei Li
Sirui Wang
Fuzheng Zhang
Wei Wu
Weiran Xu
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1
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HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
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2020
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Shaobo Li
Xiaoguang Li
Lifeng Shang
Xin Jiang
Qun Liu
Chengjie Sun
Zhenzhou Ji
Bingquan Liu
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1
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CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding
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2021
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Dong Wang
Ning Ding
Piji Li
Hai-Tao Zheng
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1
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SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
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2020
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Baolin Peng
Chunyuan Li
Jinchao Li
Shahin Shayandeh
Lars Lidén
Jianfeng Gao
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1
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Dialogue State Tracking with a Language Model using Schema-Driven Prompting
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2021
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Chia‐Hsuan Lee
Hao Cheng
Mari Ostendorf
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1
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RoR: Read-over-Read for Long Document Machine Reading Comprehension
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2021
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Jing Zhao
Junwei Bao
Yifan Wang
Yongwei Zhou
Youzheng Wu
Xiaodong He
Bowen Zhou
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1
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Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
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2022
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Yixuan Su
Lei Shu
Elman Mansimov
Arshit Gupta
Deng Cai
Yi-An Lai
Yi Zhang
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1
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EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension
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2021
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Yongwei Zhou
Junwei Bao
Haipeng Sun
Jiahui Liang
Youzheng Wu
Xiaodong He
Bowen Zhou
Tiejun Zhao
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1
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Amendable Generation for Dialogue State Tracking
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2021
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Xin Tian
Liankai Huang
Yingzhan Lin
Siqi Bao
Heji Huang
Yunyi Yang
Hua Wu
Fan Wang
Shuqi Sun
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1
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Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking
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2022
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Yue Feng
Aldo Lipani
Fanghua Ye
Qiang Zhang
Emine Yılmaz
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1
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Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking
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2021
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Weizhe Lin
Bo-Hsiang Tseng
Bill Byrne
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1
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ASSIST: Towards Label Noise-Robust Dialogue State Tracking
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2022
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Fanghua Ye
Yue Feng
Emine Yılmaz
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1
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TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
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2020
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Chien-Sheng Wu
Steven C. H. Hoi
Richard Socher
Caiming Xiong
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1
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