Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning

24 February 2021

Papers citing "Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning"

21 / 21 papers shown

Title
Contextual Embeddings: When Are They Worth It? Simran Arora Avner May Jian Zhang Christopher Ré 41 61 0 18 May 2020
Generalized Inner Loop Meta-Learning Jaya Kumar Alageshan Brandon Amos A. Verma Phu Mon Htut Artem Molchanov Franziska Meier Douwe Kiela Kyunghyun Cho Soumith Chintala AI4CE 92 159 0 03 Oct 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 54 77 0 01 Jul 2019
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks Nicolas Garneau Jean-Samuel Leboeuf Luc Lamontagne 23 17 0 02 Mar 2019
Transferring Knowledge across Learning Processes Sebastian Flennerhag Pablo G. Moreno Neil D. Lawrence Andreas C. Damianou 43 64 0 03 Dec 2018
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 67 776 0 22 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors M. Khodak Nikunj Saunshi Yingyu Liang Tengyu Ma Brandon M Stewart Sanjeev Arora 72 100 0 14 May 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification P. Sarma Yingyu Liang W. Sethares 58 68 0 11 May 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 223 2,232 0 08 Mar 2018
Understanding Short-Horizon Bias in Stochastic Meta-Optimization Yuhuai Wu Mengye Ren Renjie Liao Roger C. Grosse 89 138 0 06 Mar 2018
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 58 159 0 21 Jul 2017
High-risk learning: acquiring new word vectors from tiny data Aurélie Herbelot Marco Baroni 43 83 0 20 Jul 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 291 8,129 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 811 11,894 0 09 Mar 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 290 2,854 0 26 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 220 9,958 0 15 Jul 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 359 7,319 0 13 Jun 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 219 2 0 04 Mar 2016
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 93 1,668 0 26 Aug 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 377 33,520 0 16 Oct 2013