Empirical Evaluation of Pre-trained Transformers for Human-Level NLP:
The Role of Sample Size and Dimensionality

Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality

7 May 2021

Adithya V Ganesan

Aravind Reddy Ravula

Papers citing "Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality"

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Title
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks Gourab Dey Adithya V Ganesan Yash Kumar Lal Manal Shah Shreyashee Sinha Matthew Matero Salvatore Giorgi Vivek Kulkarni H. A. Schwartz ALM 58 9 0 03 Feb 2024
ALBA: Adaptive Language-based Assessments for Mental Health Vasudha Varadarajan S. Sikström O. Kjell H. A. Schwartz 14 2 0 11 Nov 2023
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation Adithya V Ganesan Yash Kumar Lal August Håkan Nilsson H. A. Schwartz 27 22 0 01 Jun 2023
ChatGPT: Jack of all trades, master of none Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 15 526 0 21 Feb 2023
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News Xingmeng Zhao Dan Schumacher Sashank Nalluri Xavier Walton Suhana Shrestha Anthony Rios 26 2 0 15 Jan 2023
On Text-based Personality Computing: Challenges and Future Directions Qixiang Fang Anastasia Giachanou A. Bagheri L. Boeschoten E. V. Kesteren Mahdi Shafiee Kamalabad Daniel L. Oberski 18 6 0 13 Dec 2022
Human Language Modeling Nikita Soni Matthew Matero Niranjan Balasubramanian H. A. Schwartz 11 8 0 10 May 2022
Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models Tingting Liu Salvatore Giorgi Xiangyu Tao Sharath Chandra Guntuku Douglas Bellew Brenda L. Curtis Pallavi V. Kulkarni 12 2 0 03 Feb 2022
Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment Matthew Matero Albert Y. C. Hung H. A. Schwartz AI4MH 17 4 0 27 Dec 2021
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection Matthew Matero Nikita Soni Niranjan Balasubramanian H. A. Schwartz 21 21 0 16 Sep 2021