A Comparison of LSTM and BERT for Small Corpus

11 September 2020

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 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? 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 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 William Van Woensel Soroor Motie 58 0 0 10 Sep 2024
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 Boammani Aser Lompo Thanh-Dung Le 112 1 0 28 May 2024
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 Priyanka Sukumaran Conor Houghton N. Kazanina 80 0 0 15 Mar 2024
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 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 Khandaker Tayef Shahriar Iqbal H. Sarker 35 0 0 02 Dec 2023
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 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 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 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? 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 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 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 Alexander Henlein Alexander Mehler 70 6 0 12 Apr 2022
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 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 Johannes Schneider Robin Richner Micha Riser AI4Ed 112 37 0 02 Jan 2022
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 Lalit Mohan Sanagavarapu Vivek Iyer Y. R. Reddy 55 6 0 16 Dec 2021
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 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 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 Peiling Yi A. Zubiaga 22 1 0 24 Aug 2021
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 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 Rúben Cardoso Afonso Mendes Andre Lamurias 27 2 0 12 May 2021
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 Magnus Jacobsen Mikkel H. Sorensen Leon Derczynski 22 4 0 16 Apr 2021
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 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 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