In-BoXBART: Get Instructions into Biomedical Multi-Task Learning

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning

15 April 2022

Papers citing "In-BoXBART: Get Instructions into Biomedical Multi-Task Learning"

18 / 18 papers shown

Title
Less is More: Summary of Long Instructions is Better for Program Synthesis Kirby Kuznia Swaroop Mishra Mihir Parmar Chitta Baral AIMat 44 22 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 72 120 0 14 Mar 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 49 33 0 19 Jan 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 71 297 0 16 Jan 2022
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 173 483 0 29 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 44 166 0 11 Oct 2021
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts Tongshuang Wu Michael Terry Carrie J. Cai LLMAG AI4CE LRM 61 450 0 04 Oct 2021
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 79 361 0 02 Sep 2021
MedGPT: Medical Concept Prediction from Clinical Narratives Z. Kraljevic Anthony Shek D. Bean R. Bendayan J. Teo Richard J. B. Dobson LM&MA AI4TS MedIm 40 40 0 07 Jul 2021
SciFive: a text-to-text transformer model for biomedical literature Long Phan J. Anibal H. Tran Shaurya Chanana Erol Bahadroglu Alec Peltekian G. Altan-Bonnet MedIm 30 148 0 28 May 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 55 138 0 24 Mar 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 63 87 0 03 Feb 2021
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 105 727 0 02 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 82 3,996 0 10 Apr 2020
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 80 1,124 0 22 Jul 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 47 837 0 13 Jun 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 109 5,579 0 25 Jan 2019
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 68 641 0 20 Jun 2018