Artificial Text Detection via Examining the Topology of Attention Maps

10 September 2021

Papers citing "Artificial Text Detection via Examining the Topology of Attention Maps"

6 / 6 papers shown

Title
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 11 33 0 09 Oct 2023
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices Elizaveta Kostenok D. Cherniavskii Alexey Zaytsev 26 5 0 22 Aug 2023
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 6 40 0 19 Oct 2022
The Topological BERT: Transforming Attention into Topology for Natural Language Processing Ilan Perez Raphael Reinauer 14 16 0 30 Jun 2022
BERTops: Studying BERT Representations under a Topological Lens Jatin Chauhan Manohar Kaul 6 3 0 02 May 2022
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 196 876 0 03 May 2018