Do Multi-Sense Embeddings Improve Natural Language Understanding?

Do Multi-Sense Embeddings Improve Natural Language Understanding?

2 June 2015

Jiwei Li

Dan Jurafsky

Papers citing "Do Multi-Sense Embeddings Improve Natural Language Understanding?"

16 / 16 papers shown

Title
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 24 12 0 05 Oct 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 33 26 0 26 May 2021
Learning to Make Compiler Optimizations More Effective Rahim Mammadli Marija Selakovic F. Wolf Michael Pradel 11 13 0 24 Feb 2021
Multi-sense embeddings through a word sense disambiguation process Terry Ruas W. Grosky Akiko Aizawa 11 40 0 21 Jan 2021
Multi-Sense Language Modelling Andrea Lekkas Peter Schneider-Kamp Isabelle Augenstein KELM 11 2 0 10 Dec 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 33 17 0 13 Jul 2020
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 21 55 0 11 Jun 2019
Operation-aware Neural Networks for User Response Prediction Yi Yang Baile Xu S. Furao Jian Zhao 9 66 0 02 Apr 2019
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation X. Pu Nikolaos Pappas James Henderson Andrei Popescu-Belis 9 40 0 05 Oct 2018
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language Alexander Panchenko A. Lopukhina Dmitry Ustalov K. Lopukhin N. Arefyev A. Leontyev Natalia V. Loukachevitch 6 35 0 15 Mar 2018
Separating Self-Expression and Visual Content in Hashtag Supervision Andreas Veit Maximilian Nickel Serge J. Belongie L. V. D. van der Maaten VLM 12 29 0 27 Nov 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 38 141 0 06 Jul 2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context Shyam Upadhyay Kai-Wei Chang Matt Taddy Adam Kalai James Y. Zou 16 26 0 25 Jun 2017
Geometry of Polysemy Jiaqi Mu S. Bhat Pramod Viswanath 19 21 0 24 Oct 2016
Learning Word Sense Embeddings from Word Sense Definitions Qi Li Tianshi Li Baobao Chang SSL 11 5 0 15 Jun 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 16 43 0 30 Mar 2016