Papers citing "Language Models are Few-Shot Learners"

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Title
Understanding Postpartum Parents' Experiences via Two Digital Platforms X. Yao M. Mikhelson Megan Micheletti Eunsol Choi S. C. Watkins Edison Thomaz Kaya de 31 7 0 22 Dec 2022
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 68 11 0 21 Dec 2022
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 73 46 0 21 Dec 2022
Towards Neural Variational Monte Carlo That Scales Linearly with System Size Or Sharir G. Chan Anima Anandkumar 61 4 0 21 Dec 2022
Language models are better than humans at next-token prediction Buck Shlegeris Fabien Roger Lawrence Chan Euan McLean ELM LRM 81 12 0 21 Dec 2022
Critic-Guided Decoding for Controlled Text Generation Minbeom Kim Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung 115 36 0 21 Dec 2022
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning M Saiful Bari Aston Zhang Shuai Zheng Xingjian Shi Yi Zhu Shafiq Joty Mu Li RALM VLM VPVLM LRM 97 5 0 21 Dec 2022
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Min Zhang Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 96 37 0 21 Dec 2022
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models Jiaxian Guo Junnan Li Dongxu Li A. M. H. Tiong Boyang Albert Li Dacheng Tao Steven C. H. Hoi VLM MLLM 83 118 0 21 Dec 2022
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models Dheeraj Mekala Jason Wolfe Subhro Roy 100 9 0 21 Dec 2022
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 76 33 0 21 Dec 2022
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning Zhiyang Xu Ying Shen Lifu Huang MLLM 141 120 0 21 Dec 2022
ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Luke Vilnis Zachary Kenneth Fisher Bhargav Kanagal Patrick C. Murray Sumit Sanghai 79 3 0 21 Dec 2022
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 71 1 0 21 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 109 45 0 21 Dec 2022
JASMINE: Arabic GPT Models for Few-Shot Learning El Moatez Billah Nagoudi Muhammad Abdul-Mageed AbdelRahim Elmadany Alcides Alcoba Inciarte Md. Tawkat Islam Khondaker 77 8 0 21 Dec 2022
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions Hao Sun Zhexin Zhang Fei Mi Yasheng Wang Wen Liu Jianwei Cui Bin Wang Qun Liu Minlie Huang 92 21 0 21 Dec 2022
Zero-shot Triplet Extraction by Template Infilling Bosung Kim Hayate Iso Nikita Bhutani Estevam R. Hruschka Ndapandula Nakashole Tom Mitchell ViT 58 10 0 21 Dec 2022
Generation-Augmented Query Expansion For Code Retrieval Dong Li Yelong Shen Ruoming Jin Yi Mao Kuan-Chieh Wang Weizhu Chen RALM 69 8 0 20 Dec 2022
Ontologically Faithful Generation of Non-Player Character Dialogues Nathaniel Weir Ryan Thomas Randolph DÁmore Kellie Hill Benjamin Van Durme Harsh Jhamtani 75 7 0 20 Dec 2022
On-the-fly Denoising for Data Augmentation in Natural Language Understanding Tianqing Fang Wenxuan Zhou Fangyu Liu Hongming Zhang Yangqiu Song Muhao Chen 106 1 0 20 Dec 2022
Unleashing the Power of Visual Prompting At the Pixel Level Junyang Wu Xianhang Li Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie VPVLM VLM 97 32 0 20 Dec 2022
A Length-Extrapolatable Transformer Yutao Sun Li Dong Barun Patra Shuming Ma Shaohan Huang Alon Benhaim Vishrav Chaudhary Xia Song Furu Wei 115 124 0 20 Dec 2022
Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too? Weijia Shi Xiaochuang Han Hila Gonen Ari Holtzman Yulia Tsvetkov Luke Zettlemoyer 111 44 0 20 Dec 2022
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 134 68 0 20 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 133 150 0 20 Dec 2022
DISCO: Distilling Counterfactuals with Large Language Models Zeming Chen Qiyue Gao Antoine Bosselut Ashish Sabharwal Kyle Richardson 96 31 0 20 Dec 2022
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 76 11 0 20 Dec 2022
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval John Giorgi Luca Soldaini Bo Wang Gary D. Bader Kyle Lo Lucy Lu Wang Arman Cohan 95 19 0 20 Dec 2022
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Suwon Shon Siddhant Arora Chyi-Jiunn Lin Ankita Pasad Felix Wu Roshan S. Sharma Wei Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 80 33 0 20 Dec 2022
Task Ambiguity in Humans and Language Models Alex Tamkin Kunal Handa Ava Shrestha Noah D. Goodman UQLM 122 23 0 20 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 140 611 0 20 Dec 2022
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 168 476 0 20 Dec 2022
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 103 2 0 20 Dec 2022
A Measure-Theoretic Characterization of Tight Language Models Li Du Lucas Torroba Hennigen Tiago Pimentel Clara Meister Jason Eisner Ryan Cotterell 100 32 0 20 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 103 342 0 20 Dec 2022
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language Seyed Mehran Kazemi Najoung Kim Deepti Bhatia Xinyuan Xu Deepak Ramachandran LRM 106 81 0 20 Dec 2022
Execution-Based Evaluation for Open-Domain Code Generation Zhiruo Wang Shuyan Zhou Daniel Fried Graham Neubig ELM 114 84 0 20 Dec 2022
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models Jonas Belouadi Steffen Eger 103 26 0 20 Dec 2022
Evaluation for Change Rishi Bommasani ELM 64 0 0 20 Dec 2022
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models E. Razumovskaia Joshua Maynez Annie Louis Mirella Lapata Shashi Narayan LRM 58 5 0 20 Dec 2022
Generic Temporal Reasoning with Differential Analysis and Explanation Yu Feng Ben Zhou Haoyu Wang H. Jin Dan Roth OOD 124 21 0 20 Dec 2022
Controllable Text Generation with Language Constraints Howard Chen Huihan Li Danqi Chen Karthik Narasimhan 67 16 0 20 Dec 2022
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo J. Kim Jack Hessel Liwei Jiang Peter West Ximing Lu ... Ronan Le Bras Malihe Alikhani Gunhee Kim Maarten Sap Yejin Choi HILM 132 171 0 20 Dec 2022
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models Jingjing Xu Qingxiu Dong Hongyi Liu Lei Li ALM LRM 69 1 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 95 250 0 20 Dec 2022
Perplexed by Quality: A Perplexity-based Method for Adult and Harmful Content Detection in Multilingual Heterogeneous Web Data Timm Jansen Yangling Tong V. Zevallos Pedro Ortiz Suarez 74 20 0 20 Dec 2022
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 94 21 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 190 645 0 20 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Fajie Yuan Maarten de Rijke Zhaochun Ren 109 67 0 20 Dec 2022