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AdaPrompt: Adaptive Model Training for Prompt-based NLP

10 February 2022

Yang Liu

Yue Zhang

Papers citing "AdaPrompt: Adaptive Model Training for Prompt-based NLP"

43 / 43 papers shown

Title
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu Helen Meng 85 2 0 31 Dec 2024
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 175 307 0 17 Aug 2023
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 75 7 0 19 Sep 2022
Graph Pre-training for AMR Parsing and Generation Xuefeng Bai Yulong Chen Yue Zhang SSL 69 102 0 15 Mar 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework Xingcheng Yao Yanan Zheng Xiaocong Yang Zhilin Yang 56 45 0 07 Nov 2021
Dict-BERT: Enhancing Language Model Pre-training with Dictionary Wenhao Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 99 64 0 13 Oct 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong Yang Liu Yichong Xu Chenguang Zhu Michael Zeng VLM AI4CE 81 127 0 06 Sep 2021
Noisy Channel Language Model Prompting for Few-Shot Text Classification Sewon Min Michael Lewis Hannaneh Hajishirzi Luke Zettlemoyer VLM 81 220 0 09 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 87 367 0 04 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 218 3,977 0 28 Jul 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 109 843 0 22 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 88 353 0 03 Jun 2021
True Few-Shot Learning with Language Models Ethan Perez Douwe Kiela Kyunghyun Cho 130 437 0 24 May 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 579 4,047 0 18 Apr 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 51 57 0 14 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 248 4,261 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 399 1,967 0 31 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 252 140 0 08 Dec 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 79 400 0 29 Oct 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 126 973 0 15 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 817 42,055 0 28 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 155 2,428 0 23 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 94 249 0 05 Apr 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 348 1,615 0 21 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 132 1,405 0 28 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,181 0 23 Oct 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,670 0 03 Sep 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 166 548 0 31 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 114 866 0 20 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,464 0 26 Jul 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 123 1,029 0 29 May 2019
Using Similarity Measures to Select Pretraining Data for NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 56 50 0 01 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 148 2,974 0 26 Mar 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 60 131 0 27 Feb 2019
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection Wei Wang Taro Watanabe Macduff Hughes Tetsuji Nakagawa Ciprian Chelba 69 91 0 31 Aug 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 95 433 0 07 Jun 2018
Dynamic Data Selection for Neural Machine Translation M. V. D. Wees Arianna Bisazza Christof Monz 93 154 0 02 Aug 2017
Learning to select data for transfer learning with Bayesian Optimization Sebastian Ruder Barbara Plank 77 185 0 17 Jul 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,492 0 18 Apr 2017
Data Selection Strategies for Multi-Domain Sentiment Analysis Sebastian Ruder Parsa Ghaffari J. Breslin 43 28 0 08 Feb 2017
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,113 0 04 Sep 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 127 2,552 0 22 Jun 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,512 0 16 Jan 2013