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BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

3 April 2019

Philip S. Yu

Papers citing "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

34 / 134 papers shown

Title
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation Fajri Koto Ikhwan Koto 48 29 0 19 Sep 2020
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 79 44 0 16 Sep 2020
Country Image in COVID-19 Pandemic: A Case Study of China Huimin Chen Zeyu Zhu Fanchao Qi Yining Ye Zhiyuan Liu Maosong Sun Jianbin Jin 28 28 0 12 Sep 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Hui Ye Zhiyu Zoey Chen Da-han Wang Brian D. Davison VLM 68 51 0 05 Jul 2020
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks Jimin Sun Hwijeen Ahn Chan Young Park Yulia Tsvetkov David R. Mortensen 28 3 0 16 Jun 2020
User Memory Reasoning for Conversational Recommendation Hu Xu Seungwhan Moon Honglei Liu Bing-Quan Liu Pararth Shah Bing Liu Philip S. Yu OffRL 61 43 0 30 May 2020
Constructing Explainable Opinion Graphs from Review Nofar Carmeli Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis Yuliang Li Jinfeng Li W. Tan 29 2 0 29 May 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 91 100 0 30 Apr 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 71 43 0 29 Apr 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 101 562 0 26 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 175 2,447 0 23 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 72 4 0 10 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 61 152 0 09 Apr 2020
Enhancing Review Comprehension with Domain-Specific Commonsense Aaron Traylor Chen Chen Behzad Golshan Xiaolan Wang Yuliang Li Yoshihiko Suhara Jinfeng Li Çağatay Demiralp W. Tan 8 1 0 06 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 383 1,495 0 18 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 151 222 0 02 Mar 2020
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network Xuefeng Bai Pengbo Liu Yue Zhang GNN 41 3 0 22 Feb 2020
Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Youwei Song Jiahai Wang Zhiwei Liang Zhiyue Liu Tao Jiang 81 77 0 12 Feb 2020
Snippext: Semi-supervised Opinion Mining with Augmented Data Zhengjie Miao Yuliang Li Xiaolan Wang W. Tan RALM VLM 73 91 0 07 Feb 2020
Adversarial Training for Aspect-Based Sentiment Analysis with BERT Akbar Karimi L. Rossi Andrea Prati 297 102 0 30 Jan 2020
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction Heng Yang Biqing Zeng Jianhao Yang Youwei Song Ruyang Xu 96 139 0 17 Dec 2019
Bimodal Speech Emotion Recognition Using Pre-Trained Language Models Verena Heusser Niklas Freymuth Stefan Constantin A. Waibel 89 26 0 29 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 81 60 0 10 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Timothy J. Hazen Shehzaad Dhuliawala Daniel Boies OOD 60 19 0 06 Nov 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 61 54 0 24 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 80 280 0 02 Oct 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks Binxuan Huang Kathleen M. Carley GNN 61 250 0 05 Sep 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 78 44 0 01 Sep 2019
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification A. Rietzler Sebastian Stabinger Paul Opitz Stefan Engl 70 203 0 30 Aug 2019
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Taesun Whang Dongyub Lee Chanhee Lee Kisu Yang Dongsuk Oh Heuiseok Lim 68 26 0 13 Aug 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 74 17 0 09 Jul 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 56 36 0 18 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 54 111 0 04 Jun 2019
Review Conversational Reading Comprehension Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 75 18 0 03 Feb 2019