Semantic Structure and Interpretability of Word Embeddings

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Semantic Structure and Interpretability of Word Embeddings

1 November 2017

Lutfi Kerem Senel

Veysel Yücesoy

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Papers citing "Semantic Structure and Interpretability of Word Embeddings"

18 / 18 papers shown

Title
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering Xiaopeng Li Huijun Liu Shangwen Wang Bin Ji Bing Ji ... Jun Ma Jie Yu Xiaodong Liu Jing Wang Weimin Zhang KELM 173 5 0 31 Jan 2024
A Crosslingual Investigation of Conceptualization in 1335 Languages Yihong Liu Haotian Ye Leonie Weissweiler Philipp Wicke Renhao Pei Robert Zangenfeind Hinrich Schütze 95 12 0 15 May 2023
Interpreting Embedding Spaces by Conceptualization Adi Simhi Shaul Markovitch 85 7 0 22 Aug 2022
Structural invariants and semantic fingerprints in the "ego network" of words Kilian Ollivier Chiara Boldrini A. Passarella M. Conti 46 4 0 01 Mar 2022
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 90 46 0 20 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 71 35 0 18 Oct 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 97 29 0 13 Apr 2021
Evaluating Sparse Interpretable Word Embeddings for Biomedical Domain M. Samadi Mohammad Sadegh Akhondzadeh Sayed Jalal Zahabi M. Manshaei Zeinab Maleki P. Adibi 6 1 0 11 May 2020
On the Interpretability and Evaluation of Graph Representation Learning Antonia Gogoglou C. Bayan Bruss Keegan E. Hines 36 7 0 07 Oct 2019
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings Yadollah Yaghoobzadeh Katharina Kann Timothy J. Hazen Eneko Agirre Hinrich Schütze 70 38 0 09 Jun 2019
Analytical Methods for Interpretable Ultradense Word Embeddings Philipp Dufter Hinrich Schütze 70 25 0 18 Apr 2019
Neural Vector Conceptualization for Word Vector Space Interpretation Robert Schwarzenberg Lisa Raithel David Harbecke LLMSV VLM 37 10 0 02 Apr 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 82 83 0 04 Mar 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 74 265 0 28 Jan 2019
Composite Shape Modeling via Latent Space Factorization Anastasia Dubrovina Fei Xia Panos Achlioptas Mira Shalah Raphael Groscot Leonidas Guibas 3DV 123 64 0 09 Jan 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 104 558 0 21 Dec 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 63 14 0 19 Jul 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 90 183 0 21 Jan 2018