From Word to Sense Embeddings: A Survey on Vector Representations of Meaning

10 May 2018

Papers citing "From Word to Sense Embeddings: A Survey on Vector Representations of Meaning"

32 / 32 papers shown

Title
An Improved Deep Learning Model for Word Embeddings Based Clustering for Large Text Datasets Vijay Kumar Sutrakar Nikhil Mogre 53 0 0 22 Feb 2025
Shades of meaning: Uncovering the geometry of ambiguous word representations through contextualised language models Benedetta Cevoli C. Watkins Yang Gao K. Rastle 29 3 0 26 Apr 2023
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate Vilém Zouhar Kalvin Chang Chenxuan Cui Nathaniel Carlson Nathaniel R. Robinson Mrinmaya Sachan David R. Mortensen 26 2 0 05 Apr 2023
Keyword Embeddings for Query Suggestion Jorge Gabín M. E. Ares Javier Parapar 3DV 16 2 0 19 Jan 2023
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 36 109 0 27 Mar 2022
Deep Learning for Hate Speech Detection: A Comparative Study Jitendra Malik Hezhe Qiao Guansong Pang A. Hengel 42 43 0 19 Feb 2022
A Comparative Study of Transformers on Word Sense Disambiguation Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama Dr. Anil Kumar Singh 24 4 0 30 Nov 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 31 9 0 05 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 131 21 0 19 Sep 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 33 26 0 26 May 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 24 50 0 20 May 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 206 68 0 29 Apr 2021
Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference Schyan Zafar Geoff K. Nicholls 19 2 0 14 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 13 5 0 25 Mar 2021
Hyperdimensional computing as a framework for systematic aggregation of image descriptors Peer Neubert Stefan Schubert 27 47 0 19 Jan 2021
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health Denis R. Newman-Griffis Eric Fosler-Lussier 24 18 0 27 Nov 2020
Towards a Flexible Embedding Learning Framework Chin-Chia Michael Yeh Dhruv Gelda Zhongfang Zhuang Yan Zheng Liang Gou Wei Zhang 24 9 0 23 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 13 13 0 26 Aug 2020
Learning and Evaluating Emotion Lexicons for 91 Languages Sven Buechel Susanna Rücker U. Hahn 13 37 0 12 May 2020
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 19 174 0 23 Sep 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation Daniel Loureiro A. Jorge 11 138 0 24 Jun 2019
LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC) Daniel Loureiro A. Jorge 9 17 0 24 Jun 2019
Putting words in context: LSTM language models and lexical ambiguity Laura Aina Kristina Gulordava Gemma Boleda 11 40 0 12 Jun 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 15 128 0 02 Apr 2019
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 22 14 0 19 Jul 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 25 154 0 16 Jun 2018
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 18 136 0 07 Jun 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 174 1,635 0 11 Oct 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
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 84 2,980 0 04 Mar 2010