The POLAR Framework: Polar Opposites Enable Interpretability of
Pre-Trained Word Embeddings

The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings

27 January 2020

Sandipan Sikdar

Florian Lemmerich

Papers citing "The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings"

12 / 12 papers shown

Title
Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings Carolin M. Schuster Maria-Alexandra Dinisor Shashwat Ghatiwala Georg Groh 100 1 0 25 Nov 2024
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 88 67 0 10 May 2023
SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment Jisun An Haewoon Kwak Yong-Yeol Ahn 41 64 0 14 Jun 2018
SPINE: SParse Interpretable Neural Embeddings Anant Subramanian Danish Pruthi Harsh Jhamtani Taylor Berg-Kirkpatrick Eduard H. Hovy 20 130 0 23 Nov 2017
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR Sandra Wachter Brent Mittelstadt Chris Russell MLAU 48 2,332 0 01 Nov 2017
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection Vered Shwartz Enrico Santus Dominik Schlechtweg 25 102 0 14 Dec 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 40 3,115 0 21 Jul 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 157 1,653 0 12 Mar 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 420 16,765 0 16 Feb 2016
Sparse Overcomplete Word Vector Representations Manaal Faruqui Yulia Tsvetkov Dani Yogatama Chris Dyer Noah A. Smith 48 195 0 05 Jun 2015
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 64 1,302 0 15 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 258 33,445 0 16 Oct 2013