Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification

30 August 2019

Papers citing "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

21 / 21 papers shown

Title
Aspect-based Sentiment Evaluation of Chess Moves (ASSESS): an NLP-based Method for Evaluating Chess Strategies from Textbooks Haifa Alrdahi R. Batista-Navarro 47 0 0 10 May 2024
Content-Localization based Neural Machine Translation for Informal Dialectal Arabic: Spanish/French to Levantine/Gulf Arabic Fatimah Alzamzami Abdulmotaleb El Saddik 26 0 0 12 Dec 2023
Syntactic Fusion: Enhancing Aspect-Level Sentiment Analysis Through Multi-Tree Graph Integration Jane Sunny Tom Padraig Roggie Terry Woods Ali 37 0 0 28 Nov 2023
Joint Learning of Local and Global Features for Aspect-based Sentiment Classification Hao Niu Yun Xiong Xiaosu Wang Philip S. Yu 20 0 0 02 Nov 2023
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 18 7 0 01 Dec 2022
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Qi Zhang Xuanjing Huang 41 16 0 19 Aug 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr 45 5 0 23 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 41 242 0 02 Mar 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Jesse Dodge 27 42 0 16 Dec 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 23 1 0 09 Nov 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts Ronald Seoh Ian Birle Mrinal Tak Haw-Shiuan Chang B. Pinette Alfred Hough 16 61 0 08 Sep 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 25 4 0 21 Jun 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 25 72 0 15 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 13 30 0 12 Apr 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 33 59 0 12 Mar 2021
Sentiment analysis in Bengali via transfer learning using multi-lingual BERT Khondoker Ittehadul Islam Md. Saiful Islam Md Ruhul Amin 34 41 0 03 Dec 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 21 53 0 16 Sep 2020
Train No Evil: Selective Masking for Task-Guided Pre-Training Yuxian Gu Zhengyan Zhang Xiaozhi Wang Zhiyuan Liu Maosong Sun 24 59 0 21 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 243 1,452 0 18 Mar 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 35 132 0 17 Dec 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 23 53 0 24 Oct 2019