Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches

Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches

21 May 2025

Papers citing "Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches"

13 / 13 papers shown

Title
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 104 2 0 24 Jun 2024
On the Limitations of Large Language Models (LLMs): False Attribution Tosin Adewumi Nudrat Habib Lama Alkhaled Elisa Barney HILM 45 8 0 06 Apr 2024
Can Large Language Models Identify Authorship? Baixiang Huang Canyu Chen Kai Shu DeLMO 53 17 0 13 Mar 2024
ALMs: Authorial Language Models for Authorship Attribution Weihang Huang Akira Murakami Jack Grieve DeLMO 39 4 0 22 Jan 2024
Understanding writing style in social media with a supervised contrastively pre-trained transformer Javier Huertas-Tato Alejandro Martín David Camacho 108 6 0 17 Oct 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,359 0 15 Mar 2023
Cracking Double-Blind Review: Authorship Attribution with Deep Learning L. Bauersfeld Angel Romero Manasi Muglikar Davide Scaramuzza 40 6 0 14 Nov 2022
A comparison of several AI techniques for authorship attribution on Romanian texts S. Avram Mihai Oltean 40 5 0 09 Nov 2022
On the State of the Art in Authorship Attribution and Authorship Verification Jacob Tyo Bhuwan Dhingra Zachary Chase Lipton 73 25 0 14 Sep 2022
Rethinking the Authorship Verification Experimental Setups Florin Brad Andrei Manolache Elena Burceanu Antonio Bărbălău Radu Tudor Ionescu Marius Popescu 37 5 0 09 Dec 2021
Authorship Attribution in Bangla literature using Character-level CNN Aisha Khatun Anisur Rahman Md. Saiful Islam Marium-E-Jannat 26 15 0 11 Jan 2020
Siamese Networks for Large-Scale Author Identification Chakaveh Saedi Mark Dras 65 38 0 23 Dec 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018