End-to-end Spoken Conversational Question Answering: Task, Dataset and Model

29 April 2022

Papers citing "End-to-end Spoken Conversational Question Answering: Task, Dataset and Model"

48 / 48 papers shown

Title
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words Junyi Ao Yuancheng Wang Xiaohai Tian Dekun Chen Jing Zhang Lu Lu Yansen Wang Haizhou Li Zhikai Wu AuLLM 159 25 0 17 Jan 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 135 2 0 26 Oct 2024
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning Fenglin Liu Xian Wu Chenyu You Shen Ge Yuexian Zou Xu Sun 84 24 0 22 Nov 2022
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 54 16 0 09 Dec 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 121 94 0 08 Nov 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 84 63 0 08 Sep 2021
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Chenyu You Yuan Zhou Ruihan Zhao Lawrence H. Staib James S. Duncan 113 228 0 13 Aug 2021
Self-supervised Dialogue Learning for Spoken Conversational Question Answering Nuo Chen Chenyu You Yuexian Zou SSL 75 34 0 04 Jun 2021
Undistillable: Making A Nasty Teacher That CANNOT teach students Haoyu Ma Tianlong Chen Ting-Kuei Hu Chenyu You Xiaohui Xie Zhangyang Wang 83 44 0 16 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You Ruihan Zhao Lawrence H. Staib James S. Duncan SSL 90 106 0 14 May 2021
Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension Nuo Chen Fenglin Liu Chenyu You Peilin Zhou Yuexian Zou 50 30 0 20 Dec 2020
Knowledge Distillation for Improved Accuracy in Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou 87 52 0 21 Oct 2020
Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering Chenyu You Nuo Chen Yuexian Zou 59 38 0 21 Oct 2020
Towards Data Distillation for End-to-end Spoken Conversational Question Answering Chenyu You Nuo Chen Fenglin Liu Dongchao Yang Yuexian Zou 56 48 0 18 Oct 2020
Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation Chenyu You Junlin Yang Julius Chapiro James S. Duncan OOD MedIm 51 61 0 06 Sep 2020
Audeo: Audio Generation for a Silent Performance Video Kun Su Xiulong Liu Eli Shlizerman VGen 72 69 0 23 Jun 2020
An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering Chia-Chih Kuo Shang-Bao Luo Kuan-Yu Chen 51 17 0 25 May 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 81 43 0 16 May 2020
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering Yung-Sung Chuang Chi-Liang Liu Hung-yi Lee Lin-shan Lee AuLLM 82 39 0 25 Oct 2019
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 166 667 0 12 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 6,469 0 26 Sep 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 71 188 0 14 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 255 3,699 0 06 Aug 2019
Self-Knowledge Distillation in Natural Language Processing Sangchul Hahn Heeyoul Choi 87 113 0 02 Aug 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 697 24,557 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation Chia-Hsuan Lee Yun-Nung Chen Hung-yi Lee 67 22 0 16 Apr 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 77 355 0 07 Apr 2019
Review Conversational Reading Comprehension Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 52 18 0 03 Feb 2019
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering Chenguang Zhu Michael Zeng Xuedong Huang 71 125 0 10 Dec 2018
Low-Dose CT via Deep CNN with Skip Connection and Network in Network Chenyu You Linfeng Yang Yi Zhang Ge Wang MedIm 62 55 0 26 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
FlowQA: Grasping Flow in History for Conversational Machine Comprehension Hsin-Yuan Huang Eunsol Choi Wen-tau Yih 55 98 0 06 Oct 2018
From Audio to Semantics: Approaches to end-to-end spoken language understanding Parisa Haghani A. Narayanan M. Bacchiani Galen Chuang Neeraj Gaur Pedro J. Moreno Rohit Prabhavalkar Zhongdi Qu Austin Waters 58 150 0 24 Sep 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 75 75 0 23 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 114 1,212 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 150 828 0 21 Aug 2018
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) Chenyu You Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan ... Zhuiyang Zhang W. Cong Michael W. Vannier P. Saha Ge Wang MedIm GAN SupR 72 405 0 10 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 66 54 0 07 Aug 2018
Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising Chenyu You Qingsong Yang Hongming Shan L. Gjesteby Guang Li ... Zhuiyang Zhang Zhen Zhao Yi Zhang W. Cong Ge Wang MedIm 121 207 0 02 May 2018
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension Chia-Hsuan Lee Szu-Lin Wu Chi-Liang Liu Hung-yi Lee 70 99 0 01 Apr 2018
Towards end-to-end spoken language understanding Dmitriy Serdyuk Yongqiang Wang Christian Fuegen Anuj Kumar Baiyang Liu Yoshua Bengio 60 233 0 23 Feb 2018
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 75 183 0 16 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine Bo-Hsiang Tseng Sheng-syun Shen Hung-yi Lee Lin-Shan Lee 71 59 0 23 Aug 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 130 1,123 0 25 Jun 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 149 2,404 0 11 Oct 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,745 0 09 Mar 2015