Papers citing "Language Models are Few-Shot Learners"

50 / 12,362 papers shown

Title
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network Mario Krenn L. Buffoni B. Coutinho S. Eppel J. Foster ... Ngoc M. Tran Francisco Valente Yangxinyu Xie Rose Yu Michael K Kopp 104 51 0 23 Sep 2022
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper Kostiantyn Kucher N. Sultanum Angel Daza Vasiliki Simaki Maria Skeppstedt Barbara Plank Jean-Daniel Fekete Narges Mahyar 50 5 0 23 Sep 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 76 9 0 23 Sep 2022
MetaPrompting: Learning to Learn Better Prompts Yutai Hou Hongyuan Dong Xinghao Wang Bohan Li Wanxiang Che VLM 83 30 0 23 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun Qingnan Jiang Shujian Huang Jun Cao Shanbo Cheng Mingxuan Wang VLM 114 8 0 23 Sep 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Shafiq Joty Wei Gao Xingshan Zeng Kam-Fai Wong 65 10 0 23 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 237 120 0 22 Sep 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 179 659 0 22 Sep 2022
Poisson Flow Generative Models Yilun Xu Ziming Liu M. Tegmark Tommi Jaakkola 195 88 0 22 Sep 2022
A Case Report On The "A.I. Locked-In Problem": social concerns with modern NLP Yoshija Walter LLMAG 50 2 0 22 Sep 2022
Prompting for a conversation: How to control a dialog model? Josef Valvoda Yimai Fang David Vandyke 219 5 0 22 Sep 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 93 197 0 22 Sep 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation Xingdi Yuan Tong Wang Yen-Hsiang Wang Emery Fine Rania Abdelghani Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 94 30 0 22 Sep 2022
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning Manuel Goulão Arlindo L. Oliveira ViT 107 6 0 22 Sep 2022
A novel corrective-source term approach to modeling unknown physics in aluminum extraction process Haakon Robinson E. Lundby Adil Rasheed J. Gravdahl 51 5 0 22 Sep 2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation Seongmin Hong Seungjae Moon Junsoo Kim Sungjae Lee Minsub Kim Dongsoo Lee Joo-Young Kim 171 83 0 22 Sep 2022
Deep Lake: a Lakehouse for Deep Learning S. Hambardzumyan Abhina Tuli Levon Ghukasyan Fariz Rahman Hrant Topchyan ... Mark McQuade M. Harutyunyan Tatevik Hakobyan I. Stranic Davit Buniatyan 90 20 0 22 Sep 2022
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation Xuesu Xiao Tingnan Zhang K. Choromanski Edward J. Lee Anthony G. Francis ... Leila Takayama Roy Frostig Jie Tan Carolina Parada Vikas Sindhwani 150 55 0 22 Sep 2022
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series Lorenzo Mannocci S. Cresci A. Monreale A. Vakali Maurizio Tesconi 67 9 0 21 Sep 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning Hannah Rose Kirk Bertie Vidgen Scott A. Hale 51 10 0 21 Sep 2022
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering R. Fajri A. Saxena Yulong Pei Mykola Pechenizkiy FaML 51 3 0 21 Sep 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 107 48 0 21 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 360 341 0 21 Sep 2022
Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan Kenichiro Ando T. Okumura Mamoru Komachi Hiromasa Horiguchi Yuji Matsumoto 103 7 0 20 Sep 2022
Relaxed Attention for Transformer Models Timo Lohrenz Björn Möller Zhengyang Li Tim Fingscheidt KELM 53 12 0 20 Sep 2022
Sparse Vicious Attacks on Graph Neural Networks Giovanni Trappolini Valentino Maiorca Silvio Severino Emanuele Rodolà Fabrizio Silvestri Gabriele Tolomei AAML 62 8 0 20 Sep 2022
Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang Yishi Xu Miaoge Li Zhibin Duan Chaojie Wang Bo Chen Mingyuan Zhou BDL 101 16 0 20 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 295 1,301 0 20 Sep 2022
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao Jianhua Han Youpeng Wen Xiaodan Liang Dan Xu Wei Zhang Zhenguo Li Chunjing Xu Hang Xu CLIP VLM 179 160 0 20 Sep 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models Zichun Yu Tianyu Gao Zhengyan Zhang Yankai Lin Zhiyuan Liu Maosong Sun Jie Zhou VLM LRM 51 1 0 20 Sep 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Michiel van der Meer Myrthe Reuver Urja Khurana Lea Krause Selene Báez Santamaría 78 14 0 19 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving Xiwen Liang Yangxin Wu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang 106 37 0 19 Sep 2022
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries Yiru Chen Ryan Li Austin Mac Tianbao Xie Tao Yu Eugene Wu 73 12 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 119 32 0 19 Sep 2022
Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon AI4CE 73 18 0 19 Sep 2022
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 219 144 0 18 Sep 2022
Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen Shitong Shao Ziyi Wang Zirui Shang Jin Chen Xiaofeng Ji Xinxiao Wu OOD 134 19 0 18 Sep 2022
EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers Ricardo V. Godoy Tharik J. S. Reis Paulo H. Polegato G. J. G. Lahr R. Saute F. Nakano H. Machado A. Sakamoto Marcelo Becker G. Caurin 45 7 0 18 Sep 2022
Unsupervised Lexical Substitution with Decontextualised Embeddings Takashi Wada Timothy Baldwin Yuji Matsumoto Jey Han Lau 145 7 0 17 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 70 1 0 17 Sep 2022
Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models Ben Prystawski P. Thibodeau Christopher Potts Noah D. Goodman ReLM LRM AI4CE 76 21 0 16 Sep 2022
Malicious Source Code Detection Using Transformer Chen Tsfaty Michael Fire 62 4 0 16 Sep 2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang Anusha Balakrishnan Harsh Jhamtani Jonathan Bufe J. Crawford Jayant Krishnamurthy Adam Pauls J. Eisner Jacob Andreas Dan Klein 90 6 0 16 Sep 2022
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data Kai Zhang Qinmin Yang Chong Li AI4TS 21 0 0 16 Sep 2022
SQ-Swin: a Pretrained Siamese Quadratic Swin Transformer for Lettuce Browning Prediction Dayang Wang Boce Zhang Yongshun Xu Yaguang Luo Hengyong Yu ViT 91 1 0 16 Sep 2022
Can There be Art Without an Artist? A. Ghosh Genoveva Fossas 106 25 0 16 Sep 2022
On the Relation between Sensitivity and Accuracy in In-context Learning Yanda Chen Chen Zhao Zhou Yu Kathleen McKeown He He 265 80 0 16 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 107 94 0 15 Sep 2022
LAVIS: A Library for Language-Vision Intelligence Dongxu Li Junnan Li Hung Le Guangsen Wang Silvio Savarese Guosheng Lin VLM 192 56 0 15 Sep 2022
Distribution Aware Metrics for Conditional Natural Language Generation David M. Chan Yiming Ni David A. Ross Sudheendra Vijayanarasimhan Austin Myers John F. Canny 77 4 0 15 Sep 2022