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"

11 / 11 papers shown

Title
This joke is [MASK]: Recognizing Humor and Offense with Prompting Junze Li Mengjie Zhao Yubo Xie Antonis Maronikolakis Pearl Pu Hinrich Schütze AAML 21 1 0 25 Oct 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts Nghia T. Le Fan Bai Alan Ritter 29 12 0 07 Oct 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei-ping Xu 52 31 0 10 Sep 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 643 0 21 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,843 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,916 0 31 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,453 0 23 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,586 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 408 2,584 0 03 Sep 2019
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 294 6,950 0 20 Apr 2018