Dynamic Meta-Embeddings for Improved Sentence Representations

21 April 2018

Douwe Kiela

Papers citing "Dynamic Meta-Embeddings for Improved Sentence Representations"

48 / 48 papers shown

Title
Dual-Query Multiple Instance Learning for Dynamic Meta-Embedding based Tumor Classification Simon Holdenried-Krafft Peter Somers Ivonne A. Montes-Majarro Diana Silimon Cristina Tarín F. Fend Hendrik P. A. Lensch MedIm 25 3 0 14 Jul 2023
Together We Make Sense -- Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings Haochen Luo Yi Zhou Danushka Bollegala SSL 28 1 0 30 May 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 20 9 0 22 May 2023
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings Danushka Bollegala SSL 19 4 0 26 Apr 2022
A Survey on Word Meta-Embedding Learning Danushka Bollegala James OÑeill 17 12 0 25 Apr 2022
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models Keigo Takahashi Danushka Bollegala 40 5 0 16 Apr 2022
A General Survey on Attention Mechanisms in Deep Learning Gianni Brauwers Flavius Frasincar 31 296 0 27 Mar 2022
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting Sheo Yon Jhin H. Shin Seoyoung Hong Solhee Park Noseong Park AI4TS 19 22 0 04 Sep 2021
How Transferable Are Self-supervised Features in Medical Image Classification Tasks? T. Truong Sadegh Mohammadi Matthias Lenga 36 45 0 23 Aug 2021
Denoising Word Embeddings by Averaging in a Shared Space Avi Caciularu Ido Dagan Jacob Goldberger FedML MoMe 31 4 0 05 Jun 2021
ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations Sheo Yon Jhin Minju Jo Taeyong Kong Jinsung Jeon Noseong Park BDL 19 13 0 31 May 2021
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Shukui Ren Li Li Kun Zhang Jinmei Luo Zhaojie Liu Yanlong Du 23 45 0 19 May 2021
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Pascale Fung 23 70 0 24 Mar 2021
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction P. Rajendran Alexandros Zenonos Josh Spear R. Pope 23 2 0 26 Feb 2021
Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks R. ShreeCharran R. Dubey AI4TS AIFin 9 1 0 01 Dec 2020
Augmenting BERT Carefully with Underrepresented Linguistic Features Aparna Balagopalan Jekaterina Novikova 6 2 0 12 Nov 2020
Exploring End-to-End Differentiable Natural Logic Modeling Yufei Feng Zióu Zheng Quan Liu Michael A. Greenspan Xiao-Dan Zhu 25 13 0 08 Nov 2020
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Jingyi He Kc Tsiolis Kian Kenyon-Dean Jackie C.K. Cheung 67 7 0 05 Nov 2020
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction Lukas Lange Xiang Dai Heike Adel Jannik Strötgen 6 5 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 196 286 0 23 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 6 7 0 23 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić E. Ponti Robert Litschko Goran Glavas Anna Korhonen KELM 14 232 0 12 Oct 2020
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 21 117 0 28 Sep 2020
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection Lukas Lange Heike Adel Jannik Strötgen 6 6 0 02 Jul 2020
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English Bharathi Raja Chakravarthi Navya Jose Shardul Suryawanshi E. Sherly John P. Mccrae 6 210 0 30 May 2020
Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text Bharathi Raja Chakravarthi Vigneshwaran Muralidaran R. Priyadharshini John P. Mccrae 17 277 0 30 May 2020
Improving Segmentation for Technical Support Problems Kushal Chauhan Abhirut Gupta 20 1 0 22 May 2020
On the Choice of Auxiliary Languages for Improved Sequence Tagging Lukas Lange Heike Adel Jannik Strötgen 11 5 0 19 May 2020
RPD: A Distance Function Between Word Embeddings Xuhui Zhou Zaixiang Zheng Shujian Huang 10 3 0 16 May 2020
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 93 58 0 08 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents Asir Saeed Khai Mai Pham Quang Nhat Minh Nguyen Tuan Duc Danushka Bollegala 11 0 0 06 May 2020
Meta-Embeddings Based On Self-Attention Qichen Li Xiaoke Jiang Jun-Xiong Xia Jian Li 11 2 0 03 Mar 2020
Unsupervised Transfer Learning via BERT Neuron Selection M. Valipour E. Lee Jaime R. Jamacaro C. Bessega 16 5 0 10 Dec 2019
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 31 4 0 29 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 24 20 0 09 Nov 2019
Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form Kian Kenyon-Dean 12 3 0 06 Nov 2019
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Diego Antognini Boi Faltings 11 22 0 20 Sep 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition Genta Indra Winata Zhaojiang Lin Jamin Shin Zihan Liu Pascale Fung 21 19 0 18 Sep 2019
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal Bin Ding Chengjiang Long Ling Zhang Chunxia Xiao GAN 3DH 22 151 0 04 Aug 2019
Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks Chaitanya Sai Alaparthi 11 5 0 14 Jun 2019
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings Feiyang Pan Shuokai Li Xiang Ao Pingzhong Tang Qing He 15 161 0 25 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 19 638 0 05 Apr 2019
Attention in Natural Language Processing Andrea Galassi Marco Lippi Paolo Torroni GNN 28 467 0 04 Feb 2019
Attention Boosted Sequential Inference Model Guanyu Li Pengfei Zhang Caiyan Jia 11 3 0 05 Dec 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 16 246 0 12 Nov 2018
Meta-Embedding as Auxiliary Task Regularization J. Ó. Neill Danushka Bollegala SSL 11 9 0 16 Sep 2018
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 216 131 0 14 Jul 2016
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 82 2,980 0 04 Mar 2010