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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"

50 / 134 papers shown

Title
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment Denghui Zhang Zixuan Yuan Yanchi Liu Hao Liu Fuzhen Zhuang Hui Xiong Haifeng Chen VLM 26 3 0 01 Dec 2021
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis R. Hochstenbach Flavius Frasincar Maria Mihaela Truşcǎ 25 0 0 29 Nov 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 73 2 0 09 Nov 2021
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training Zhengyan Li Yicheng Zou Chong Zhang Qi Zhang Zhongyu Wei SSL 53 114 0 03 Nov 2021
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis Juhua Liu Qihuang Zhong Liang Ding Hua Jin Bo Du Dacheng Tao 83 30 0 26 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 71 35 0 18 Oct 2021
Span Detection for Aspect-Based Sentiment Analysis in Vietnamese Kim Thi-Thanh Nguyen Sieu Khai Huynh Luong Luc Phan P. Pham Duc-Vu Nguyen Kiet Van Nguyen 29 2 0 15 Oct 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction Rajdeep Mukherjee Tapas Nayak Yash Butala Sourangshu Bhattacharya Pawan Goyal 61 57 0 10 Oct 2021
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis Sabyasachee Baruah Krishna Somandepalli Shrikanth Narayanan MedIm 29 4 0 08 Oct 2021
To be Closer: Learning to Link up Aspects with Opinions Yuxiang Zhou L. Liao Yang Gao Zhanming Jie Wei Lu 76 36 0 17 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 85 32 0 10 Sep 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts Ronald Seoh Ian Birle Mrinal Tak Haw-Shiuan Chang B. Pinette Alfred Hough 92 64 0 08 Sep 2021
DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Entony Lekhtman Yftah Ziser Roi Reichart 73 29 0 01 Sep 2021
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation Zaid Khan Y. Fu 81 139 0 03 Aug 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 23 34 0 28 Jul 2021
"A Virus Has No Religion": Analyzing Islamophobia on Twitter During the COVID-19 Outbreak Mohit Chandra Manvith Reddy Shradha Sehgal Saurabh Gupta Arun Balaji Buduru Ponnurangam Kumaraguru 79 42 0 11 Jul 2021
Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis Bowen Xing Ivor W. Tsang 43 11 0 21 Jun 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation Xin Liu Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Min Zhang Haiying Zhang Jinsong Su 63 18 0 11 Jun 2021
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene Ruikun Luo Guanhuan Huang Xiaojun Quan CLL 71 10 0 04 Jun 2021
Structured Sentiment Analysis as Dependency Graph Parsing Jeremy Barnes Robin Kurtz Stephan Oepen Lilja Ovrelid Erik Velldal 70 73 0 30 May 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification Fangjie Ma Chen Zhang D. Song 47 18 0 29 May 2021
The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus Samia Touileb Jeremy Barnes 81 12 0 16 May 2021
Interventional Aspect-Based Sentiment Analysis Zhen Bi Ningyu Zhang Ganqiang Ye Haiyang Yu Xi Chen Huajun Chen 63 2 0 20 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 83 42 0 18 Apr 2021
Detect and Classify -- Joint Span Detection and Classification for Health Outcomes Michael Abaho Danushka Bollegala P. Williamson S. Dodd 142 12 0 15 Apr 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 67 57 0 14 Apr 2021
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews M. Hadi Fatemeh H. Fard 61 33 0 12 Apr 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model Akbar Karimi L. Rossi Andrea Prati 111 4 0 17 Mar 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 77 60 0 12 Mar 2021
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction Jiahao Bu Lei Ren Shuang Zheng Yang Yang Jingang Wang Fuzheng Zhang Wei Wu 74 69 0 11 Mar 2021
Re-Evaluating GermEval17 Using German Pre-Trained Language Models Matthias Aßenmacher A. Corvonato C. Heumann VLM 57 6 0 24 Feb 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 79 24 0 10 Feb 2021
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild Rajdeep Mukherjee Shreyas Shetty S. Chattopadhyay Subhadeep Maji S. Datta Pawan Goyal 65 14 0 23 Jan 2021
CDLM: Cross-Document Language Modeling Avi Caciularu Arman Cohan Iz Beltagy Matthew E. Peters Arie Cattan Ido Dagan VLM 75 33 0 02 Jan 2021
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews Matan Orbach Orith Toledo-Ronen Artem Spector R. Aharonov Yoav Katz Noam Slonim 74 18 0 29 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 74 46 0 04 Dec 2020
Sentiment analysis in Bengali via transfer learning using multi-lingual BERT Khondoker Ittehadul Islam Md. Saiful Islam Md Ruhul Amin 71 43 0 03 Dec 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Jun Huang 19 4 0 25 Nov 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis Hu Xu Lei Shu Philip S. Yu Bing-Quan Liu SSL 119 46 0 31 Oct 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging Kasturi Bhattacharjee Miguel Ballesteros Rishita Anubhai Smaranda Muresan Jie Ma Faisal Ladhak Yaser Al-Onaizan SSL 80 20 0 27 Oct 2020
Improving BERT Performance for Aspect-Based Sentiment Analysis Akbar Karimi L. Rossi Andrea Prati 82 50 0 22 Oct 2020
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus Navita Goyal Balaji Vasan Srinivasan Anandhavelu Natarajan Abhilasha Sancheti 94 20 0 22 Oct 2020
Does Chinese BERT Encode Word Structure? Yile Wang Leyang Cui Yue Zhang 64 6 0 15 Oct 2020
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Zhengxuan Wu Desmond C. Ong 59 79 0 15 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 102 177 0 10 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 86 25 0 05 Oct 2020
Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding Heng Yang Biqing Zeng 51 4 0 02 Oct 2020
Learning Rewards from Linguistic Feedback T. Sumers Mark K. Ho Robert D. Hawkins Karthik Narasimhan Thomas Griffiths 137 55 0 30 Sep 2020
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training Zhihan Zhang Xiubo Geng Tao Qin Yunfang Wu Daxin Jiang 73 22 0 28 Sep 2020
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis Huaishao Luo Lei Ji Tianrui Li Nan Duan Daxin Jiang CVBM 590 41 0 22 Sep 2020