SPINE: SParse Interpretable Neural Embeddings

23 November 2017

Papers citing "SPINE: SParse Interpretable Neural Embeddings"

9 / 9 papers shown

Title
The Complexity of Learning Sparse Superposed Features with Feedback Akash Kumar 373 0 0 08 Feb 2025
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning John Wu David Wu Jimeng Sun 111 1 0 31 Oct 2024
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification Tom A. Lamb Adam Davies Alasdair Paren Philip Torr Francesco Pinto 87 0 0 30 Oct 2024
DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction John Wu David Wu Jimeng Sun 290 0 0 16 Sep 2024
The Mythos of Model Interpretability Zachary Chase Lipton FaML 123 3,672 0 10 Jun 2016
Non-distributional Word Vector Representations Manaal Faruqui Chris Dyer NAI 66 81 0 17 Jun 2015
Sparse Overcomplete Word Vector Representations Manaal Faruqui Yulia Tsvetkov Dani Yogatama Chris Dyer Noah A. Smith 48 195 0 05 Jun 2015
k-Sparse Autoencoders Alireza Makhzani Brendan J. Frey 76 446 0 19 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 296 33,445 0 16 Oct 2013