Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words

19 September 2017

Danushka Bollegala

K. Hayashi

Ken-ichi Kawarabayashi

OffRL

ArXiv (abs)PDF HTML

Papers citing "Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words"

22 / 22 papers shown

Title
Gender Bias in Meta-EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 158 7 0 19 May 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source EmbeddingsInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Danushka Bollegala SSL 165 5 0 26 Apr 2022
A Survey on Word Meta-Embedding LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Danushka Bollegala James OÑeill 123 13 0 25 Apr 2022
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2022 Keigo Takahashi Danushka Bollegala 238 5 0 16 Apr 2022
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product ReviewsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 James OÑeill Polina Rozenshtein Ryuichi Kiryo Motoko Kubota Danushka Bollegala 122 40 0 14 Apr 2021
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Mohammad Kachuee Andrea Madotto Pascale Fung 140 77 0 24 Mar 2021
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction P. Rajendran Alexandros Zenonos Josh Spear R. Pope 136 3 0 26 Feb 2021
$k$ -Neighbor Based Curriculum Sampling for Sequence Prediction J. Ó. Neill Danushka Bollegala 60 0 0 22 Jan 2021
Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks R. ShreeCharran R. Dubey AI4TS AIFin 91 1 0 01 Dec 2020
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Jingyi He Kc Tsiolis Kian Kenyon-Dean Jackie C.K. Cheung 221 7 0 05 Nov 2020
Learning Geometric Word Meta-EmbeddingsWorkshop on Representation Learning for NLP (RepL4NLP), 2020 Pratik Jawanpuria N. Dev Anoop Kunchukuttan Bamdev Mishra FedML 141 13 0 20 Apr 2020
Locality Preserving Loss: Neighbors that Live together, Align together Ashwinkumar Ganesan Frank Ferraro Tim Oates VLM 88 1 0 07 Apr 2020
Meta-Embeddings Based On Self-Attention Qichen Li Xiaoke Jiang Jun Xia Jian Li 131 2 0 03 Mar 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 176 7 0 17 Jan 2020
Med2Meta: Learning Representations of Medical Concepts with Meta-EmbeddingsInternational Conference on Health Informatics (ICHI), 2019 Shaika Chowdhury Chenwei Zhang Philip S. Yu Yuan Luo 110 7 0 06 Dec 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 401 21 0 09 Nov 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Genta Indra Winata Mohammad Kachuee Jamin Shin Zihan Liu Pascale Fung 118 20 0 18 Sep 2019
Meta-Embedding as Auxiliary Task Regularization J. Ó. Neill Danushka Bollegala SSL 137 9 0 16 Sep 2018
Lifelong Domain Word Embedding via Meta-Learning Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu CLL 92 39 0 25 May 2018
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 142 349 0 11 May 2018
Dynamic Meta-Embeddings for Improved Sentence RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Douwe Kiela Changhan Wang Dong Wang AI4TS 206 110 0 21 Apr 2018
Frustratingly Easy Meta-Embedding -- Computing Meta-Embeddings by Averaging Source Word Embeddings Joshua Coates Danushka Bollegala 144 86 0 14 Apr 2018