Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis
and Natural Language Inference

Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference

12 February 2020

Papers citing "Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference"

16 / 16 papers shown

Title
Few Dimensions are Enough: Fine-tuning BERT with Selected Dimensions Revealed Its Redundant Nature Shion Fukuhata Yoshinobu Kano 19 0 0 07 Apr 2025
Depression detection in social media posts using transformer-based models and auxiliary features Marios Kerasiotis Loukas Ilias D. Askounis 21 4 0 30 Sep 2024
Adaptive Large Language Models By Layerwise Attention Shortcuts Prateek Verma Mert Pilanci KELM OffRL 50 0 0 17 Sep 2024
Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents Nishchal Prasad M. Boughanem T. Dkaki AILaw ELM 27 5 0 11 Mar 2024
Transfer learning for conflict and duplicate detection in software requirement pairs G. Malik Savaş Yıldırım Mucahit Cevik A. Bener D. Parikh 17 4 0 09 Jan 2023
BERT-Deep CNN: State-of-the-Art for Sentiment Analysis of COVID-19 Tweets Javad Hassannataj Joloudari Sadiq Hussain M. Nematollahi Rouhollah Bagheri Fatemeh Fazl R. Alizadehsani Reza Lashgari Ashis Talukder 18 38 0 04 Nov 2022
Aspect-specific Context Modeling for Aspect-based Sentiment Analysis Fang Ma Chen Zhang Bo Zhang Dawei Song 19 7 0 17 Jul 2022
A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set Jiajun Tong Zhixi Wang Xiaobin Rui 22 6 0 24 Jun 2022
Visualizing and Explaining Language Models Adrian M. P. Braşoveanu Razvan Andonie MILM VLM 29 4 0 30 Apr 2022
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare Shaoxiong Ji Tianlin Zhang Luna Ansari Jie Fu Prayag Tiwari Erik Cambria VLM AI4MH 23 221 0 29 Oct 2021
Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses Richard Antonello Javier S. Turek Vy A. Vo Alexander G. Huth 12 37 0 09 Jun 2021
T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT Sarojadevi Palani P. Rajagopal Sidharth Pancholi 14 12 0 02 Jun 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
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 19 11 0 17 Mar 2021
Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism P. Su K. Vijay-Shanker 23 20 0 01 Nov 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 1,450 0 18 Mar 2020