LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in
Recurrent Neural Networks

LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

23 June 2016

Hendrik Strobelt

Sebastian Gehrmann

Hanspeter Pfister

Alexander M. Rush

Papers citing "LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks"

11 / 11 papers shown

Title
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 17 44 0 20 Oct 2021
The Explanatory Gap in Algorithmic News Curation Hendrik Heuer CML 12 1 0 30 Sep 2021
How recurrent networks implement contextual processing in sentiment analysis Niru Maheswaranathan David Sussillo 14 22 0 17 Apr 2020
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust Arjun Reddy Akula Changsong Liu Sari Saba-Sadiya Hongjing Lu S. Todorovic J. Chai Song-Chun Zhu 14 18 0 15 Sep 2019
The What-If Tool: Interactive Probing of Machine Learning Models James Wexler Mahima Pushkarna Tolga Bolukbasi Martin Wattenberg F. Viégas Jimbo Wilson VLM 15 484 0 09 Jul 2019
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics Niru Maheswaranathan Alex H. Williams Matthew D. Golub Surya Ganguli David Sussillo 11 77 0 25 Jun 2019
Interpretable machine learning: definitions, methods, and applications W. James Murdoch Chandan Singh Karl Kumbier R. Abbasi-Asl Bin-Xia Yu XAI HAI 21 1,415 0 14 Jan 2019
Learning Finite State Representations of Recurrent Policy Networks Anurag Koul S. Greydanus Alan Fern 9 87 0 29 Nov 2018
Automatic Detection of Vague Words and Sentences in Privacy Policies Logan Lebanoff Fei Liu EgoV 13 40 0 19 Aug 2018
Do Convolutional Neural Networks Learn Class Hierarchy? B. Alsallakh Amin Jourabloo Mao Ye Xiaoming Liu Liu Ren 34 210 0 17 Oct 2017
Translating Neuralese Jacob Andreas Anca Dragan Dan Klein 19 58 0 23 Apr 2017