v1v2 (latest)

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 / 229 papers shown

Title
KeyGen2Vec: Learning Document Embedding via Multi-label Keyword Generation in Question-Answering Iftitahu Ni'mah Samaneh Khoshrou Vlado Menkovski Mykola Pechenizkiy 166 0 0 30 Oct 2023
Elevating Code-mixed Text Handling through Auditory Information of WordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mamta Mamta Zishan Ahmad Asif Ekbal 137 9 0 27 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork PromptConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 182 11 0 19 Oct 2023
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Pranav Narayanan Venkit Mukund Srinath Sanjana Gautam Saranya Venkatraman Vipul Gupta R. Passonneau Shomir Wilson 199 18 0 18 Oct 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 232 9 0 13 Oct 2023
Answering Subjective Induction Questions on Products by Summarizing Multi-sources Multi-viewpoints KnowledgeIndustrial Conference on Data Mining (IDM), 2023 Yufeng Zhang Meng-xiang Wang Jianxing Yu 159 2 0 12 Sep 2023
Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion RecognitionInterspeech (Interspeech), 2023 Minh Tran Yufeng Yin M. Soleymani 161 7 0 05 Sep 2023
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented DialogueSIGDIAL Conferences (SIGDIAL), 2023 Shutong Feng Nurul Lubis Benjamin Ruppik Christian Geishauser Michael Heck Hsien-chin Lin Carel van Niekerk Renato Vukovic Milica Gavsić 259 3 0 24 Aug 2023
Continual Pre-Training of Large Language Models: How to (re)warm your model? Kshitij Gupta Benjamin Thérien Adam Ibrahim Mats L. Richter Quentin G. Anthony Eugene Belilovsky Irina Rish Timothée Lesort KELM 370 134 0 08 Aug 2023
Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling ModelRecent Advances in Natural Language Processing (RANLP), 2023 P. Pribán O. Pražák 162 6 0 27 Jul 2023
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management K. Srivatsan Loukia Avramelou Georgios Rodinos Maria Tzelepi Muzammal Naseer ... Manos Kirtas Pavlos Tosidis Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas AIFin 190 2 0 23 Jul 2023
An In-Depth Evaluation of Federated Learning on Biomedical Natural Language ProcessingmedRxiv (medRxiv), 2023 Le Peng Gaoxiang Luo Sicheng Zhou Jiandong Chen Rui Zhang Zi-Cheng Xu Ju Sun 226 4 0 20 Jul 2023
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisLanguage Resources and Evaluation (LRE), 2023 Hongjie Cai Nan Song Zengzhi Wang Qiming Xie Qiankun Zhao Ke Li Siwei Wu Shijie Liu Jianfei Yu Rui Xia 214 14 0 29 Jun 2023
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations Xinyu Liu Yanl Ding Kaikai An Chunyang Xiao Pranava Madhyastha Tong Xiao Jingbo Zhu 137 2 0 24 Jun 2023
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment AnalysisAsian Conference on Machine Learning (ACML), 2023 Dongming Wu Lulu Wen Chao Chen Zhaoshu Shi 199 4 0 20 Jun 2023
Reducing Computational Costs in Sentiment Analysis: Tensorized Recurrent Networks vs. Recurrent Networks Gabriel Lopez Anna Nguyen Joe Kaul 140 2 0 16 Jun 2023
Context selectivity with dynamic availability enables lifelong continual learningNeural Networks (Neural Netw.), 2023 M. Barry W. Gerstner G. Bellec CLL 254 0 0 02 Jun 2023
Lifelong Language Pretraining with Distribution-Specialized ExpertsInternational Conference on Machine Learning (ICML), 2023 Wuyang Chen Yan-Quan Zhou Nan Du Yanping Huang James Laudon Zhiwen Chen Claire Cu KELM 307 76 0 20 May 2023
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News Ankur Sinha Satishwar Kedas Rishu Kumar P. Malo AIFin 138 63 0 20 May 2023
A Weak Supervision Approach for Few-Shot Aspect Based SentimentConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Robert Vacareanu Siddharth Varia Kishaloy Halder Shuai Wang Giovanni Paolini Neha Ann John Miguel Ballesteros Smaranda Muresan 185 3 0 19 May 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yue Deng Wenxuan Zhang Sinno Jialin Pan Lidong Bing 226 21 0 16 May 2023
Improving Cancer Hallmark Classification with BERT-based Deep Learning Approach Sultan Zavrak Seyhmus Yilmaz 97 0 0 02 May 2023
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang Yafeng Ren 169 56 0 19 Apr 2023
Contrastive variational information bottleneck for aspect-based sentiment analysisKnowledge-Based Systems (KBS), 2023 Ming-Wei Chang Min Yang Qingshan Jiang Ruifeng Xu 296 7 0 06 Mar 2023
Soft Prompt Guided Joint Learning for Cross-Domain Sentiment Analysis Jingli Shi Weihua Li Quan-wei Bai Yi Yang Jianhua Jiang 102 1 0 01 Mar 2023
On the Role of Reviewer Expertise in Temporal Review Helpfulness PredictionFindings (Findings), 2023 Mir Tafseer Nayeem Davood Rafiei 106 8 0 22 Feb 2023
Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation AnnotationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhenxiao Cheng Jie Zhou Wen Wu Qin Chen Liang He 189 4 0 21 Feb 2023
Product Question Answering in E-Commerce: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yang Deng Wenxuan Zhang Qian Yu W. Lam 306 18 0 16 Feb 2023
Continual Pre-training of Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Zixuan Ke Yijia Shao Haowei Lin Tatsuya Konishi Gyuhak Kim Yinan Han CLL KELM 427 191 0 07 Feb 2023
Zero-shot cross-lingual transfer language selection using linguistic similarityInformation Processing & Management (IPM), 2023 J. Eronen M. Ptaszynski Fumito Masui 218 47 0 31 Jan 2023
Adapting a Language Model While Preserving its General KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zixuan Ke Yijia Shao Haowei Lin Hu Xu Lei Shu Yinan Han KELM CLL VLM 165 26 0 21 Jan 2023
CiT: Curation in Training for Effective Vision-Language DataIEEE International Conference on Computer Vision (ICCV), 2023 Hu Xu Saining Xie Po-Yao (Bernie) Huang Licheng Yu Russ Howes Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM DiffM 119 29 0 05 Jan 2023
Detecting Conspiracy Theory Against COVID-19 Vaccines Md Hasibul Amin Harika Madanu Sahithi Lavu Hadi Mansourifar Dana Alsagheer W. Shi MedIm 133 2 0 20 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 167 1 0 10 Nov 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural InformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yijia Shao Mengyu Zhou Yifan Zhong Tao Wu Hongwei Han Shi Han Gideon Huang Dongmei Zhang 3DV 237 4 0 10 Nov 2022
A BERT-based Deep Learning Approach for Reputation Analysis in Social MediaACS/IEEE International Conference on Computer Systems and Applications (AICCSA), 2022 Mohammad Wali Ur Rahman Sicong Shao Pratik Satam Salim Hariri Chris Padilla Zoe Taylor C. Nevarez 101 9 0 23 Oct 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuai Fan Chen Lin Jinyan Su Zheng-Wen Lin Jinsong Su Hang Zhang Yeyun Gong Jian Guo Nan Duan VLM 215 27 0 18 Oct 2022
Continual Training of Language Models for Few-Shot LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zixuan Ke Haowei Lin Yijia Shao Hu Xu Lei Shu Yinan Han KELM BDL CLL 238 41 0 11 Oct 2022
Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition Pengfei Deng Jianhua Yuan Yanyan Zhao Bing Qin 149 3 0 06 Sep 2022
Visual Subtitle Feature Enhanced Video Outline Generation Qi Lv Ziqiang Cao Wenrui Xie Derui Wang Jingwen Wang ... Yuan-Fang Li Min Cao Wenjie Li Sujian Li Guohong Fu VGen 219 0 0 24 Aug 2022
Causal Intervention Improves Implicit Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Tao Gui Xuanjing Huang 112 28 0 19 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding DatasetIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 186 11 0 17 Aug 2022
Interpreting BERT-based Text Similarity via Activation and Saliency MapsThe Web Conference (WWW), 2022 Itzik Malkiel Dvir Ginzburg Oren Barkan Avi Caciularu Jonathan Weill Noam Koenigstein 158 22 0 13 Aug 2022
Characterizing the 2022 Russo-Ukrainian Conflict Through the Lenses of Aspect-Based Sentiment Analysis: Dataset, Methodology, and Preliminary FindingsInternational Conference on Computer Communications and Networks (ICCCN), 2022 Maurantonio Caprolu Alireza Sadighian Roberto Di Pietro 153 19 0 02 Aug 2022
Enhancing Collaborative Filtering Recommender with Prompt-Based Sentiment Analysis Elliot Dang Zheyuan Hu Tong Li 106 4 0 19 Jul 2022
Aspect-specific Context Modeling for Aspect-based Sentiment AnalysisNatural Language Processing and Chinese Computing (NLPCC), 2022 Fang Ma Chen Zhang Bo Zhang Dawei Song 133 9 0 17 Jul 2022
Developing a Component Comment Extractor from Product Reviews on E-Commerce SitesIIAI International Conference on Advanced Applied Informatics (ICIAAI), 2022 Shogo Anda Masato Kikuchi Tadachika Ozono 58 0 0 13 Jul 2022
Emotion Analysis using Multi-Layered Networks for Graphical Representation of TweetsIEEE Access (IEEE Access), 2022 Anna Nguyen Antonio Longa Massimiliano Luca Joe Kaul Gabriel Lopez 235 16 0 02 Jul 2022
DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning Maryam Hasan Elke A. Rundensteiner E. Agu VLM 116 13 0 12 Jun 2022
THE-X: Privacy-Preserving Transformer Inference with Homomorphic EncryptionFindings (Findings), 2022 Tianyu Chen Hangbo Bao Shaohan Huang Li Dong Binxing Jiao Daxin Jiang Haoyi Zhou Jianxin Li Furu Wei 306 132 0 01 Jun 2022