The Turking Test: Can Language Models Understand Instructions?

22 October 2020

Papers citing "The Turking Test: Can Language Models Understand Instructions?"

30 / 80 papers shown

Title
Robustness of Learning from Task Instructions Jiasheng Gu Hongyu Zhao Hanzi Xu Liang Nie Hongyuan Mei Wenpeng Yin OOD 20 32 0 07 Dec 2022
Continual Learning of Natural Language Processing Tasks: A Survey Zixuan Ke Bin Liu KELM CLL VLM 37 69 0 23 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 31 11 0 20 Nov 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 39 17 0 17 Oct 2022
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin Su Jungo Kasai Chen Henry Wu Weijia Shi Tianlu Wang ... Rui Zhang Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu 34 244 0 05 Sep 2022
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models Swaroop Mishra E. Nouri LRM 41 25 0 17 Aug 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric Xing Zhiting Hu 27 322 0 25 May 2022
Instruction Induction: From Few Examples to Natural Language Task Descriptions Or Honovich Uri Shaham Samuel R. Bowman Omer Levy ELM LRM 120 137 0 22 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 40 64 0 03 May 2022
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions Mihir Parmar Swaroop Mishra Mor Geva Chitta Baral 36 55 0 01 May 2022
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment Matthew Finlayson Kyle Richardson Ashish Sabharwal Peter Clark 30 12 0 19 Apr 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang Swaroop Mishra Pegah Alipoormolabashi Yeganeh Kordi Amirreza Mirzaei ... Chitta Baral Yejin Choi Noah A. Smith Hannaneh Hajishirzi Daniel Khashabi ELM 64 791 0 16 Apr 2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning Mihir Parmar Swaroop Mishra Mirali Purohit Man Luo M. H. Murad Chitta Baral 28 22 0 15 Apr 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 23 454 0 24 Mar 2022
How Many Data Samples is an Additional Instruction Worth? Ravsehaj Singh Puri Swaroop Mishra Mihir Parmar Chitta Baral 25 17 0 17 Mar 2022
ConTinTin: Continual Learning from Task Instructions Wenpeng Yin Jia Li Caiming Xiong CLL 31 29 0 16 Mar 2022
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models Archiki Prasad Peter Hase Xiang Zhou Joey Tianyi Zhou 26 117 0 14 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 76 1,409 0 25 Feb 2022
Analyzing the Limits of Self-Supervision in Handling Bias in Language Lisa Bauer Karthik Gopalakrishnan Spandana Gella Yang Liu Joey Tianyi Zhou Dilek Z. Hakkani-Tür ELM 27 1 0 16 Dec 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 27 64 0 26 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,038 0 01 Nov 2021
Context-NER : Contextual Phrase Generation at Scale Himanshu Gupta Shreyas Verma Santosh Mashetty Swaroop Mishra 24 10 0 16 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 36 214 0 16 Sep 2021
Continuous Entailment Patterns for Lexical Inference in Context Martin Schmitt Hinrich Schütze 36 3 0 08 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 35 3,590 0 03 Sep 2021
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 55 355 0 02 Sep 2021
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? Jieyu Zhao Daniel Khashabi Tushar Khot Ashish Sabharwal Kai-Wei Chang KELM 28 49 0 02 Jun 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 60 719 0 18 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 24 234 0 15 Apr 2021
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 304 6,996 0 20 Apr 2018