LMTurk: Few-Shot Learners as Crowdsourcing Workers in a
Language-Model-as-a-Service Framework

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework

14 December 2021

Xin Jiang

Qun Liu

Hinrich Schütze

Papers citing "LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework"

17 / 67 papers shown

Title
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 232 2,307 0 02 May 2019
Fine-Grained Argument Unit Recognition and Classification Dietrich Trautmann Johannes Daxenberger Christian Stab Hinrich Schütze Iryna Gurevych 36 64 0 22 Apr 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 113 730 0 21 Mar 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 208 4,439 0 02 Feb 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 75 555 0 21 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Empirical Methodology for Crowdsourcing Ground Truth Anca Dumitrache Oana Inel Benjamin Timmermans Carlos Martinez-Ortiz Robert-Jan Sips Lora Aroyo Chris Welty HILM 103 17 0 24 Sep 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant Zachary Chase Lipton AI4CE BDL 55 206 0 16 Aug 2018
Finding Convincing Arguments Using Scalable Bayesian Preference Learning Edwin Simpson Iryna Gurevych BDL 40 52 0 06 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 209 1,406 0 31 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 886 7,141 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 184 11,542 0 15 Feb 2018
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 79 457 0 19 Jul 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 249 5,812 0 14 Jun 2017
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 244 6,101 0 04 Sep 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 310 19,609 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014