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?"

23 / 23 papers shown

Title
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items Yukio Ohsawa Dingming Xue Kaira Sekiguchi 33 0 0 23 Apr 2024
Word Sense Induction with Knowledge Distillation from BERT Anik Saha Alex Gittens B. Yener 20 1 0 20 Apr 2023
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 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 21 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 41 17 0 13 Jul 2020
SLAM-Inspired Simultaneous Contextualization and Interpreting for Incremental Conversation Sentences Yusuke Takimoto Yosuke Fukuchi Shoya Matsumori M. Imai 20 2 0 29 May 2020
Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English Injy Hamed Moritz Zhu M. Elmahdy Slim Abdennadher Ngoc Thang Vu 22 10 0 24 Sep 2019
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 23 55 0 11 Jun 2019
Operation-aware Neural Networks for User Response Prediction Yi Yang Baile Xu S. Furao Jian Zhao 19 66 0 02 Apr 2019
Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition C. Shulby Leonardo Pombal Vitor Jordão Guilherme Ziolle Bruno Martho Antônio Postal Thiago Prochnow 13 1 0 22 Oct 2018
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation X. Pu Nikolaos Pappas James Henderson Andrei Popescu-Belis 11 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 Loukachevitch 8 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 20 29 0 27 Nov 2017
Making Sense of Word Embeddings Maria Pelevina Nikolay Arefiev Chris Biemann Alexander Panchenko SSL 11 135 0 10 Aug 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 40 141 0 06 Jul 2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context Shyam Upadhyay Kai-Wei Chang Matt Taddy Adam Kalai James Zou 26 26 0 25 Jun 2017
Learning Topic-Sensitive Word Representations Marzieh Fadaee Arianna Bisazza Christof Monz 15 11 0 01 May 2017
Geometry of Polysemy Jiaqi Mu S. Bhat Pramod Viswanath 25 21 0 24 Oct 2016
Learning Word Sense Embeddings from Word Sense Definitions Qi Li Tianshi Li Baobao Chang SSL 27 5 0 15 Jun 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 35 43 0 30 Mar 2016