Episodic Memory in Lifelong Language Learning

Episodic Memory in Lifelong Language Learning

3 June 2019

Cyprien de Masson dÁutume

Sebastian Ruder

Lingpeng Kong

Papers citing "Episodic Memory in Lifelong Language Learning"

19 / 169 papers shown

Title
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer M. Vidoni Ivan Vulić Goran Glavas 31 27 0 11 Dec 2020
Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Vladislav Lialin Rahul Goel A. Simanovsky Anna Rumshisky Rushin Shah CLL 10 1 0 15 Oct 2020
Efficient Meta Lifelong-Learning with Limited Memory Zirui Wang Sanket Vaibhav Mehta Barnabás Póczós J. Carbonell CLL KELM 19 74 0 06 Oct 2020
Lifelong Language Knowledge Distillation Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen KELM CLL 19 49 0 05 Oct 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae Q. Sun Parminder Bhatia 6 14 0 01 Oct 2020
Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams Lukasz Korycki Bartosz Krawczyk CLL 12 5 0 20 Sep 2020
Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Nithin Holla Pushkar Mishra H. Yannakoudakis Ekaterina Shutova KELM CLL 14 21 0 10 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 19 101 0 08 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 27 205 0 02 Sep 2020
Formal Fields: A Framework to Automate Code Generation Across Domains Jacques Basaldua 11 1 0 28 Jul 2020
Neural Topic Modeling with Continual Lifelong Learning Pankaj Gupta Yatin Chaudhary Thomas Runkler Hinrich Schütze BDL CLL 12 47 0 19 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 17 18 0 08 Jun 2020
Visually Grounded Continual Learning of Compositional Phrases Xisen Jin Junyi Du Arka Sadhu Ram Nevatia Xiang Ren CLL 14 4 0 02 May 2020
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 19 6 0 08 Apr 2020
Evaluating Online Continual Learning with CALM Germán Kruszewski Ionut-Teodor Sorodoc Tomáš Mikolov CLL 10 1 0 07 Apr 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP Nils Rethmeier V. Saxena Isabelle Augenstein FAtt 14 2 0 02 Dec 2019
LAMOL: LAnguage MOdeling for Lifelong Language Learning Fan-Keng Sun Cheng-Hao Ho Hung-yi Lee CLL KELM 12 203 0 07 Sep 2019
Progressive Memory Banks for Incremental Domain Adaptation Nabiha Asghar Lili Mou Kira A. Selby Kevin D. Pantasdo Pascal Poupart Xin Jiang CLL 6 25 0 01 Nov 2018