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A Comparison of LSTM and BERT for Small Corpus

A Comparison of LSTM and BERT for Small Corpus

11 September 2020
Aysu Ezen-Can
ArXiv (abs)PDFHTML

Papers citing "A Comparison of LSTM and BERT for Small Corpus"

37 / 37 papers shown
Title
EmoGRACE: Aspect-based emotion analysis for social media data
EmoGRACE: Aspect-based emotion analysis for social media data
Christina Zorenböhmer
Sebastian Schmidt
Bernd Resch
79
0
0
19 Mar 2025
A Comprehensive LLM-powered Framework for Driving Intelligence Evaluation
Shanhe You
Xuewen Luo
Xinhe Liang
Jiashu Yu
Chen Zheng
Jiangtao Gong
124
0
0
07 Mar 2025
Do Language Models Understand Honorific Systems in Javanese?
Do Language Models Understand Honorific Systems in Javanese?
Mohammad Rifqi Farhansyah
Iwan Darmawan
Adryan Kusumawardhana
Genta Indra Winata
Alham Fikri Aji
Derry Wijaya
76
1
0
28 Feb 2025
Experimental Evaluation of Machine Learning Models for Goal-oriented
  Customer Service Chatbot with Pipeline Architecture
Experimental Evaluation of Machine Learning Models for Goal-oriented Customer Service Chatbot with Pipeline Architecture
Nurul Ain Nabilah Mohd Isa
Siti Nuraishah Agos Jawaddi
Azlan Ismail
62
2
0
27 Sep 2024
NLP4PBM: A Systematic Review on Process Extraction using Natural
  Language Processing with Rule-based, Machine and Deep Learning Methods
NLP4PBM: A Systematic Review on Process Extraction using Natural Language Processing with Rule-based, Machine and Deep Learning Methods
William Van Woensel
Soroor Motie
58
0
0
10 Sep 2024
FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting
FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting
Tajamul Ashraf
Janibul Bashir
41
0
0
21 Aug 2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs
Boammani Aser Lompo
Thanh-Dung Le
112
1
0
28 May 2024
Forging the Forger: An Attempt to Improve Authorship Verification via
  Data Augmentation
Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation
Silvia Corbara
Alejandro Moreo
AAML
62
0
0
17 Mar 2024
Investigating grammatical abstraction in language models using few-shot
  learning of novel noun gender
Investigating grammatical abstraction in language models using few-shot learning of novel noun gender
Priyanka Sukumaran
Conor Houghton
N. Kazanina
80
0
0
15 Mar 2024
Toward TransfORmers: Revolutionizing the Solution of Mixed Integer
  Programs with Transformers
Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers
Joshua F. Cooper
Jin Choi
˙I. Esra B¨uy¨uktahtakın
83
0
0
20 Feb 2024
Asking the Right Question at the Right Time: Human and Model Uncertainty
  Guidance to Ask Clarification Questions
Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification Questions
A. Testoni
Raquel Fernández
64
11
0
09 Feb 2024
Exploring a Hybrid Deep Learning Framework to Automatically Discover
  Topic and Sentiment in COVID-19 Tweets
Exploring a Hybrid Deep Learning Framework to Automatically Discover Topic and Sentiment in COVID-19 Tweets
Khandaker Tayef Shahriar
Iqbal H. Sarker
35
0
0
02 Dec 2023
Delayed Memory Unit: Modelling Temporal Dependency Through Delay Gate
Delayed Memory Unit: Modelling Temporal Dependency Through Delay Gate
Pengfei Sun
Jibin Wu
Malu Zhang
P. Devos
Dick Botteldooren
56
8
0
23 Oct 2023
COVIDFakeExplainer: An Explainable Machine Learning based Web
  Application for Detecting COVID-19 Fake News
COVIDFakeExplainer: An Explainable Machine Learning based Web Application for Detecting COVID-19 Fake News
Dylan Warman
Muhammad Ashad Kabir
45
1
0
21 Oct 2023
Prototype of a robotic system to assist the learning process of English
  language with text-generation through DNN
Prototype of a robotic system to assist the learning process of English language with text-generation through DNN
Carlos Morales-Torres
Mario Campos Soberanis
Diego Campos-Sobrino
49
0
0
20 Sep 2023
Natural Language Instructions for Intuitive Human Interaction with
  Robotic Assistants in Field Construction Work
Natural Language Instructions for Intuitive Human Interaction with Robotic Assistants in Field Construction Work
Somin Park
Xi Wang
Carol Menassa
V. Kamat
J. Chai
23
16
0
09 Jul 2023
Are fairness metric scores enough to assess discrimination biases in
  machine learning?
Are fairness metric scores enough to assess discrimination biases in machine learning?
Fanny Jourdan
Laurent Risser
Jean-Michel Loubes
Nicholas M. Asher
FaML
53
5
0
08 Jun 2023
Voicify Your UI: Towards Android App Control with Voice Commands
Voicify Your UI: Towards Android App Control with Voice Commands
Minh Đức Vũ
Han Wang
Zhuang Li
Gholamreza Haffari
Zhenchang Xing
Chunyang Chen
46
4
0
09 May 2023
A Twitter-Driven Deep Learning Mechanism for the Determination of
  Vehicle Hijacking Spots in Cities
A Twitter-Driven Deep Learning Mechanism for the Determination of Vehicle Hijacking Spots in Cities
Taahir Aiyoob Patel
Clement N. Nyirenda
50
2
0
11 Aug 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World
  is Structured
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured
Alexander Henlein
Alexander Mehler
70
6
0
12 Apr 2022
Video Violence Recognition and Localization Using a Semi-Supervised Hard
  Attention Model
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model
Hamid Reza Mohammadi
Ehsan Nazerfard
106
25
0
04 Feb 2022
Language Model-Based Paired Variational Autoencoders for Robotic
  Language Learning
Language Model-Based Paired Variational Autoencoders for Robotic Language Learning
Ozan Ozdemir
Matthias Kerzel
C. Weber
Jae Hee Lee
S. Wermter
LM&Ro
84
7
0
17 Jan 2022
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type
  Answers
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers
Johannes Schneider
Robin Richner
Micha Riser
AI4Ed
112
37
0
02 Jan 2022
Learning Semi-Structured Representations of Radiology Reports
Learning Semi-Structured Representations of Radiology Reports
Katic Tamara
M. Pavlovski
Danijela Sekulic
Slobodan Vučetić
MedIm
32
0
0
20 Dec 2021
A Deep Learning Approach for Ontology Enrichment from Unstructured Text
A Deep Learning Approach for Ontology Enrichment from Unstructured Text
Lalit Mohan Sanagavarapu
Vivek Iyer
Y. R. Reddy
55
6
0
16 Dec 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan
Piero Molino
Karan Goel
Willie Neiswanger
Christopher Ré
76
11
0
08 Nov 2021
Discriminative and Generative Transformer-based Models For Situation
  Entity Classification
Discriminative and Generative Transformer-based Models For Situation Entity Classification
Mehdi Rezaee
Kasra Darvish
Gaoussou Youssouf Kebe
Francis Ferraro
ViT
44
3
0
15 Sep 2021
The effects of data size on Automated Essay Scoring engines
The effects of data size on Automated Essay Scoring engines
Christopher M. Ormerod
Amir Jafari
Susan Lottridge
Milan Patel
Amy E. Harris
P. V. Wamelen
46
2
0
30 Aug 2021
Weakly Supervised Cross-platform Teenager Detection with Adversarial
  BERT
Weakly Supervised Cross-platform Teenager Detection with Adversarial BERT
Peiling Yi
A. Zubiaga
22
1
0
24 Aug 2021
TENT: Tensorized Encoder Transformer for Temperature Forecasting
TENT: Tensorized Encoder Transformer for Temperature Forecasting
Onur Bilgin
Paweł Mąka
Thomas Vergutz
S. Mehrkanoon
AI4TS
60
13
0
28 Jun 2021
Predicting Different Types of Subtle Toxicity in Unhealthy Online
  Conversations
Predicting Different Types of Subtle Toxicity in Unhealthy Online Conversations
Shlok Gilda
Mirela Silva
Luiz H. F. Giovanini
Daniela Oliveira
86
9
0
07 Jun 2021
Priberam Labs at the NTCIR-15 SHINRA2020-ML: Classification Task
Priberam Labs at the NTCIR-15 SHINRA2020-ML: Classification Task
Rúben Cardoso
Afonso Mendes
Andre Lamurias
27
2
0
12 May 2021
Textual Analysis of Communications in COVID-19 Infected Community on
  Social Media
Textual Analysis of Communications in COVID-19 Infected Community on Social Media
Yuhan Liu
Yuhan Gao
Zhifan Nan
Long Chen
22
0
0
03 May 2021
Optimal Size-Performance Tradeoffs: Weighing PoS Tagger Models
Optimal Size-Performance Tradeoffs: Weighing PoS Tagger Models
Magnus Jacobsen
Mikkel H. Sorensen
Leon Derczynski
22
4
0
16 Apr 2021
Optimizing Deeper Transformers on Small Datasets
Optimizing Deeper Transformers on Small Datasets
Peng Xu
Dhruv Kumar
Wei Yang
Wenjie Zi
Keyi Tang
Chenyang Huang
Jackie C.K. Cheung
S. Prince
Yanshuai Cao
AI4CE
113
69
0
30 Dec 2020
Hierarchical Conditional Relation Networks for Multimodal Video Question
  Answering
Hierarchical Conditional Relation Networks for Multimodal Video Question Answering
T. Le
Vuong Le
Svetha Venkatesh
T. Tran
BDL
138
23
0
18 Oct 2020
COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to
  identify and normalize COVID-19 signs and symptoms to OMOP common data model
COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model
Jingqi Wang
Noor Abu-el-rub
Josh Gray
Huy Anh Pham
Yujia Zhou
...
Mei Liu
Xing Song
Hua Xu
Masoud Rouhizadeh
Yaoyun Zhang
103
51
0
13 Jul 2020
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