Feature-augmented Machine Reading Comprehension with Auxiliary Tasks

17 November 2022

Papers citing "Feature-augmented Machine Reading Comprehension with Auxiliary Tasks"

28 / 28 papers shown

Title
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding Zhihong Zhu Weiyuan Xu Xuxin Cheng Tengtao Song Yuexian Zou 80 23 0 08 Nov 2022
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets Peilin Zhou Zeqiang Wang Dading Chong Zhijiang Guo Yining Hua Zichang Su Zhiyang Teng Jiageng Wu Jie Yang 64 22 0 28 Sep 2022
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective Qingcheng Zeng Dading Chong Peilin Zhou Jie Yang 58 3 0 26 Jun 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection Peilin Zhou Dading Chong Helin Wang Qingcheng Zeng 39 5 0 23 May 2022
Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training Dading Chong Helin Wang Peilin Zhou Qingcheng Zeng 64 67 0 27 Apr 2022
Decoupled Side Information Fusion for Sequential Recommendation Yueqi Xie Peilin Zhou Sunghun Kim 71 113 0 23 Apr 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention Dongsheng Chen Zhiqi Huang Xian Wu Shen Ge Yuexian Zou 56 22 0 18 Sep 2021
Joint Multiple Intent Detection and Slot Filling via Self-distillation Lisong Chen Peilin Zhou Yuexian Zou VLM 48 31 0 18 Aug 2021
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model Zhiqi Huang Fenglin Liu Xian Wu Shen Ge Helin Wang Wei Fan Yuexian Zou AuLLM 46 2 0 04 Jul 2021
Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension Nuo Chen Fenglin Liu Chenyu You Peilin Zhou Yuexian Zou 44 30 0 20 Dec 2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Peilin Zhou Zhiqi Huang Fenglin Liu Yuexian Zou 50 23 0 28 Sep 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth Lu Hou Zhiqi Huang Lifeng Shang Xin Jiang Xiao Chen Qun Liu MQ 79 322 0 08 Apr 2020
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling Qingrong Xia Zhenghua Li Min Zhang 58 18 0 12 Nov 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 85 261 0 05 Sep 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,433 0 19 Jun 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 76 554 0 28 Feb 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 94,891 0 11 Oct 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 279 2,840 0 11 Jun 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 113 825 0 25 May 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 97 1,095 0 23 Apr 2018
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 54 198 0 10 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 701 131,652 0 12 Jun 2017
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 84 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,091 0 05 Nov 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 75 594 0 29 Aug 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 283 8,134 0 16 Jun 2016
Iterative Alternating Neural Attention for Machine Reading Alessandro Sordoni Philip Bachman Adam Trischler Yoshua Bengio CLL AIMat 66 119 0 07 Jun 2016
Text Understanding with the Attention Sum Reader Network Rudolf Kadlec Martin Schmid Ondrej Bajgar Jan Kleindienst AIMat RALM 68 314 0 04 Mar 2016