Local Topology Measures of Contextual Language Model Latent Spaces With
Applications to Dialogue Term Extraction

Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction

7 August 2024

Benjamin Matthias Ruppik

Carel van Niekerk

Hsien-chin Lin

Marcus Zibrowius

Milica Gašić

Papers citing "Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction"

16 / 16 papers shown

Title
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts Eduard Tulchinskii Kristian Kuznetsov Laida Kushnareva D. Cherniavskii S. Barannikov Irina Piontkovskaya Sergey I. Nikolenko Evgeny Burnaev DeLMO 61 89 0 07 Jun 2023
The geometry of hidden representations of large transformer models L. Valeriani Diego Doimo F. Cuturello Alessandro Laio A. Ansuini Alberto Cazzaniga MILM 45 58 0 01 Feb 2023
Why do Nearest Neighbor Language Models Work? Frank F. Xu Uri Alon Graham Neubig RALM 46 23 0 07 Jan 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 74 23 0 30 Nov 2022
Verifying the Union of Manifolds Hypothesis for Image Data Bradley Brown Anthony L. Caterini Brendan Leigh Ross Jesse C. Cresswell Gabriel Loaiza-Ganem 71 43 0 06 Jul 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 63 8 0 28 Feb 2022
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 72 50 0 10 Sep 2021
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 149 837 0 01 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 589 24,422 0 26 Jul 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 133 1,471 0 15 May 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 158 1,315 0 29 Sep 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 204 11,546 0 15 Feb 2018
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 400 2,462 0 10 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,720 0 28 Feb 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 219 2 0 04 Mar 2016
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 253 12,431 0 24 Jun 2012