Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

24 April 2015

Papers citing "Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space"

50 / 53 papers shown

Title
RICA2: Rubric-Informed, Calibrated Assessment of Actions Abrar Majeedi Viswanatha Reddy Gajjala Satya Sai Srinath Namburi Gnvv Yin Li CML 34 2 0 04 Aug 2024
Word-specific tonal realizations in Mandarin Yu-Ying Chuang Melanie J. Bell Yu-Hsiang Tseng R. Baayen 43 5 0 11 May 2024
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items Yukio Ohsawa Dingming Xue Kaira Sekiguchi 41 0 0 23 Apr 2024
Quantifying Representation Reliability in Self-Supervised Learning Models Young-Jin Park Hao Wang Shervin Ardeshir Navid Azizan SSL UQCV 34 3 0 31 May 2023
Word Sense Induction with Knowledge Distillation from BERT Anik Saha Alex Gittens B. Yener 20 1 0 20 Apr 2023
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis Sandra Wankmüller 38 2 0 03 May 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 35 44 0 08 Apr 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings Yi Zhou Masahiro Kaneko Danushka Bollegala 39 23 0 14 Mar 2022
Discovering Fine-Grained Semantics in Knowledge Graph Relations Nitisha Jain Ralf Krestel 16 0 0 17 Feb 2022
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 36 9 0 05 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 36 19 0 22 Jul 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 35 26 0 26 May 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 211 68 0 29 Apr 2021
Multi-sense embeddings through a word sense disambiguation process Terry Ruas W. Grosky Akiko Aizawa 11 40 0 21 Jan 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 415 203 0 13 Jan 2021
Multi-Sense Language Modelling Andrea Lekkas Peter Schneider-Kamp Isabelle Augenstein KELM 11 2 0 10 Dec 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 14 156 0 28 Oct 2020
Modelling Lexical Ambiguity with Density Matrices Francois Meyer Martha Lewis 21 21 0 12 Oct 2020
Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence P. Jayashree Ballijepalli Shreya P. K. Srijith 26 2 0 12 Nov 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 27 174 0 23 Sep 2019
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Hesham Al-Bataineh Wael Farhan Ahmad Mustafa Haitham Seelawi Hussein T. Al-Natsheh 24 16 0 19 Sep 2019
Multi-sense Definition Modeling using Word Sense Decompositions Ruimin Zhu Thanapon Noraset Alisa Liu Wenxin Jiang Doug Downey 22 9 0 19 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
Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding Ninghao Liu Qiaoyu Tan Yuening Li Hongxia Yang Jingren Zhou Xia Hu 30 86 0 25 May 2019
Distributed representation of multi-sense words: A loss-driven approach Saurav Manchanda George Karypis 20 3 0 14 Apr 2019
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation X. Pu Nikolaos Pappas James Henderson Andrei Popescu-Belis 19 40 0 05 Oct 2018
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 16 468 0 28 Aug 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 39 83 0 05 Mar 2018
Making Sense of Word Embeddings Maria Pelevina Nikolay Arefiev Chris Biemann Alexander Panchenko SSL 19 135 0 10 Aug 2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context Shyam Upadhyay Kai-Wei Chang Matt Taddy Adam Kalai James Zou 28 26 0 25 Jun 2017
Jointly Learning Word Embeddings and Latent Topics Bei Shi Wai Lam Shoaib Jameel Steven Schockaert K. Lai BDL 29 80 0 21 Jun 2017
Bib2vec: An Embedding-based Search System for Bibliographic Information Takuma Yoneda Koki Mori Makoto Miwa Yutaka Sasaki 14 4 0 16 Jun 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment Pradeep Dasigi Bridger Waleed Ammar Chris Dyer Eduard H. Hovy 24 30 0 08 May 2017
Learning Topic-Sensitive Word Representations Marzieh Fadaee Arianna Bisazza Christof Monz 18 11 0 01 May 2017
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training Massimiliano Mancini Jose Camacho-Collados Ignacio Iacobacci Roberto Navigli 25 78 0 08 Dec 2016
Geometry of Polysemy Jiaqi Mu S. Bhat Pramod Viswanath 25 21 0 24 Oct 2016
Language classification from bilingual word embedding graphs Steffen Eger Armin Hoenen Alexander Mehler 25 15 0 18 Jul 2016
Learning Word Sense Embeddings from Word Sense Definitions Qi Li Tianshi Li Baobao Chang SSL 27 5 0 15 Jun 2016
Word Sense Disambiguation using a Bidirectional LSTM Mikael Kågebäck H. Salomonsson 17 116 0 11 Jun 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 25 280 0 08 May 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 35 43 0 30 Mar 2016
Semantic Regularities in Document Representations Fei Sun J. Guo Yanyan Lan Jun Xu Xueqi Cheng NAI 27 8 0 24 Mar 2016
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings Andrew Trask Phillip Michalak John Chih Liu 24 173 0 19 Nov 2015
Learning to Represent Words in Context with Multilingual Supervision Kazuya Kawakami Chris Dyer 31 16 0 14 Nov 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 38 234 0 02 Jun 2015
Unsupervised Cross-Domain Word Representation Learning Danushka Bollegala Takanori Maehara Ken-ichi Kawarabayashi SSL OOD 25 75 0 27 May 2015
Compositional Distributional Semantics with Compact Closed Categories and Frobenius Algebras Dimitri Kartsaklis CoGe 35 31 0 01 May 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 27 280 0 24 Apr 2015