Acceptability Judgements via Examining the Topology of Attention Maps

19 May 2022

Papers citing "Acceptability Judgements via Examining the Topology of Attention Maps"

8 / 8 papers shown

Title
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs Alexandra Bazarova Aleksandr Yugay Andrey Shulga A. Ermilova Andrei Volodichev ... Dmitry Simakov M. Savchenko Andrey Savchenko Serguei Barannikov Alexey Zaytsev HILM 30 0 0 14 Apr 2025
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices Elizaveta Kostenok D. Cherniavskii Alexey Zaytsev 56 5 0 22 Aug 2023
Learning Topology-Preserving Data Representations I. Trofimov D. Cherniavskii Eduard Tulchinskii Nikita Balabin Evgeny Burnaev S. Barannikov 16 20 0 31 Jan 2023
The Topological BERT: Transforming Attention into Topology for Natural Language Processing Ilan Perez Raphael Reinauer 24 17 0 30 Jun 2022
Measure Estimation in the Barycentric Coding Model Matthew Werenski Ruijie Jiang Abiy Tasissa Shuchin Aeron James M. Murphy 40 14 0 28 Jan 2022
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus Daniela Trotta R. Guarasci Elisa Leonardelli Sara Tonelli 42 30 0 24 Sep 2021
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 36 49 0 10 Sep 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018