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2002.04815
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Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference
12 February 2020
Youwei Song
Jiahai Wang
Zhiwei Liang
Zhiyue Liu
Tao Jiang
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Papers citing
"Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference"
16 / 16 papers shown
Few Dimensions are Enough: Fine-tuning BERT with Selected Dimensions Revealed Its Redundant Nature
Shion Fukuhata
Yoshinobu Kano
281
1
0
07 Apr 2025
Depression detection in social media posts using transformer-based models and auxiliary features
Social Network Analysis and Mining (SNAM), 2024
Marios Kerasiotis
Loukas Ilias
D. Askounis
193
29
0
30 Sep 2024
Adaptive Large Language Models By Layerwise Attention Shortcuts
Prateek Verma
Mert Pilanci
KELM
OffRL
395
1
0
17 Sep 2024
Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents
European Conference on Information Retrieval (ECIR), 2024
Nishchal Prasad
M. Boughanem
T. Dkaki
AILaw
ELM
240
12
0
11 Mar 2024
Transfer learning for conflict and duplicate detection in software requirement pairs
Social Science Research Network (SSRN), 2023
G. Malik
Savaş Yıldırım
Mucahit Cevik
A. Bener
D. Parikh
183
8
0
09 Jan 2023
BERT-Deep CNN: State-of-the-Art for Sentiment Analysis of COVID-19 Tweets
Social Network Analysis and Mining (SNAM), 2022
Javad Hassannataj Joloudari
Sadiq Hussain
M. Nematollahi
Rouhollah Bagheri
Fatemeh Fazl
R. Alizadehsani
Reza Lashgari
Ashis Talukder
235
63
0
04 Nov 2022
Aspect-specific Context Modeling for Aspect-based Sentiment Analysis
Natural Language Processing and Chinese Computing (NLPCC), 2022
Fang Ma
Chen Zhang
Bo Zhang
Dawei Song
174
9
0
17 Jul 2022
A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set
Computational Intelligence and Neuroscience (CIN), 2022
Jiajun Tong
Zhixi Wang
Xiaobin Rui
148
9
0
24 Jun 2022
Visualizing and Explaining Language Models
Adrian M. P. Braşoveanu
Razvan Andonie
MILM
VLM
378
7
0
30 Apr 2022
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare
International Conference on Language Resources and Evaluation (LREC), 2021
Shaoxiong Ji
Tianlin Zhang
Luna Ansari
Jie Fu
Prayag Tiwari
Xiaoshi Zhong
VLM
AI4MH
234
355
0
29 Oct 2021
Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses
Neural Information Processing Systems (NeurIPS), 2021
Richard Antonello
Javier S. Turek
Vy A. Vo
Alexander G. Huth
409
56
0
09 Jun 2021
T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT
Sarojadevi Palani
P. Rajagopal
Sidharth Pancholi
130
17
0
02 Jun 2021
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews
Empirical Software Engineering (EMSE), 2021
M. Hadi
Fatemeh H. Fard
344
43
0
12 Apr 2021
SILT: Efficient transformer training for inter-lingual inference
Expert systems with applications (ESWA), 2021
Javier Huertas-Tato
Alejandro Martín
David Camacho
306
11
0
17 Mar 2021
Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
P. Su
K. Vijay-Shanker
206
22
0
01 Nov 2020
Pre-trained Models for Natural Language Processing: A Survey
Science China Technological Sciences (Sci China Technol Sci), 2020
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MA
VLM
1.3K
1,653
0
18 Mar 2020
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