Diversity-Aware Batch Active Learning for Dependency Parsing

Diversity-Aware Batch Active Learning for Dependency Parsing

28 April 2021

Papers citing "Diversity-Aware Batch Active Learning for Dependency Parsing"

17 / 17 papers shown

Title
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 499 42,449 0 03 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 215 6,565 0 05 Nov 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations Sangwoo Cho Chen Li Dong Yu H. Foroosh Fei Liu 58 17 0 24 Oct 2019
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning Andreas Kirsch Joost R. van Amersfoort Y. Gal FedML 87 627 0 19 Jun 2019
Batch Active Learning Using Determinantal Point Processes Erdem Biyik Kenneth Wang Nima Anari Dorsa Sadigh 68 62 0 19 Jun 2019
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds Jordan T. Ash Chicheng Zhang A. Krishnamurthy John Langford Alekh Agarwal BDL UQCV 88 773 0 09 Jun 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 65 55 0 31 May 2019
Multilingual Constituency Parsing with Self-Attention and Pre-Training Nikita Kitaev Steven Cao Dan Klein LRM 58 254 0 31 Dec 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 196 3,520 0 19 Aug 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant Zachary Chase Lipton AI4CE BDL 61 206 0 16 Aug 2018
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 86 457 0 19 Jul 2017
Probabilistic Typology: Deep Generative Models of Vowel Inventories Ryan Cotterell Jason Eisner BDL 51 31 0 04 May 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 70 1,736 0 08 Mar 2017
Deep Biaffine Attention for Neural Dependency Parsing Timothy Dozat Christopher D. Manning 113 1,222 0 06 Nov 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Determinantal point processes for machine learning Alex Kulesza B. Taskar 250 1,139 0 25 Jul 2012
Learning Determinantal Point Processes Alex Kulesza B. Taskar 76 162 0 14 Feb 2012