Papers citing "Language Models are Few-Shot Learners"

50 / 12,456 papers shown

Title
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 107 37 0 20 Dec 2022
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering Zhiyong Wu Yaoxiang Wang Jiacheng Ye Lingpeng Kong 134 141 0 20 Dec 2022
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning Xiaoming Liu Zhaohan Zhang Yichen Wang Hang Pu Y. Lan Chao Shen 95 41 0 20 Dec 2022
HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation Hamish Ivison Akshita Bhagia Yizhong Wang Hannaneh Hajishirzi Matthew E. Peters 146 20 0 20 Dec 2022
Identifying and Manipulating the Personality Traits of Language Models Graham Caron Shashank Srivastava 91 39 0 20 Dec 2022
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study Di Wu Wasi Uddin Ahmad Kai-Wei Chang 86 18 0 20 Dec 2022
EIT: Enhanced Interactive Transformer Tong Zheng Bei Li Huiwen Bao Tong Xiao Jingbo Zhu 119 2 0 20 Dec 2022
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite Xun Wang Tao Ge Allen Mao Yuki Li Furu Wei Si-Qing Chen 95 5 0 20 Dec 2022
Human-Guided Fair Classification for Natural Language Processing Florian E.Dorner Momchil Peychev Nikola Konstantinov Naman Goel Elliott Ash Martin Vechev FaML 80 4 0 20 Dec 2022
A Survey on Pretrained Language Models for Neural Code Intelligence Yichen Xu Yanqiao Zhu 52 17 0 20 Dec 2022
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 138 351 0 20 Dec 2022
Language Modeling with Latent Situations Belinda Z. Li Maxwell Nye Jacob Andreas LRM 98 7 0 20 Dec 2022
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context Yangruibo Ding Zijian Wang Wasi Uddin Ahmad M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang 82 72 0 20 Dec 2022
(QA) $^2$ : Question Answering with Questionable Assumptions Najoung Kim Phu Mon Htut Sam Bowman Jackson Petty 111 39 0 20 Dec 2022
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters Boshi Wang Sewon Min Xiang Deng Jiaming Shen You Wu Luke Zettlemoyer Huan Sun LRM ReLM 122 252 0 20 Dec 2022
Are Deep Neural Networks SMARTer than Second Graders? A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 112 31 0 20 Dec 2022
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 62 38 0 20 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 79 10 0 20 Dec 2022
Future Sight: Dynamic Story Generation with Large Pretrained Language Models Brian D. Zimmerman Gaurav Sahu Olga Vechtomova 47 0 0 20 Dec 2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks Kaiser Sun Peng Qi Yuhao Zhang Lan Liu William Yang Wang Zhiheng Huang 80 9 0 19 Dec 2022
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training Jing-ling Huang Zhengxuan Wu Kyle Mahowald Christopher Potts 85 14 0 19 Dec 2022
Improved Long-Form Spoken Language Translation with Large Language Models Arya D. McCarthy Haotong Zhang Shankar Kumar Felix Stahlberg Axel H. Ng 73 2 0 19 Dec 2022
A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models Karin de Langis Dongyeop Kang 103 1 0 19 Dec 2022
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 75 68 0 19 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 54 4 0 19 Dec 2022
Training Trajectories of Language Models Across Scales Mengzhou Xia Mikel Artetxe Chunting Zhou Xi Lin Ramakanth Pasunuru Danqi Chen Luke Zettlemoyer Ves Stoyanov AIFin LRM 98 64 0 19 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 175 2,440 0 19 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 108 102 0 19 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 103 46 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 123 58 0 19 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 76 13 0 19 Dec 2022
On Event Individuation for Document-Level Information Extraction William Gantt Reno Kriz Yunmo Chen Siddharth Vashishtha Aaron Steven White 69 2 0 19 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 167 374 0 19 Dec 2022
Multilingual Sequence-to-Sequence Models for Hebrew NLP Matan Eyal Hila Noga Roee Aharoni Idan Szpektor Reut Tsarfaty 47 4 0 19 Dec 2022
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 105 3 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 78 33 0 19 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 114 22 0 19 Dec 2022
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 125 152 0 19 Dec 2022
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 93 4 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 232 327 0 19 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 132 82 0 19 Dec 2022
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension Peng Gao Feng Gao Jiancheng Ni Yu Wang Fei Wang 62 3 0 19 Dec 2022
AI Art in Architecture J. Ploennigs Markus Berger DiffM 81 72 0 19 Dec 2022
Review of security techniques for memristor computing systems Minhui Zou Nan Du Shahar Kvatinsky AAML 26 7 0 19 Dec 2022
E-NER -- An Annotated Named Entity Recognition Corpus of Legal Text Ting Wai Terence Au Ingemar J. Cox Vasileios Lampos AILaw 72 28 0 19 Dec 2022
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 75 7 0 19 Dec 2022
PromptBoosting: Black-Box Text Classification with Ten Forward Passes Bairu Hou J. O'Connor Jacob Andreas Shiyu Chang Yang Zhang VLM 57 44 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 102 407 0 19 Dec 2022
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 88 66 0 19 Dec 2022
ColoristaNet for Photorealistic Video Style Transfer Xiaowen Qiu Ruize Xu Boan He Yingtao Zhang Wenqiang Zhang Weifeng Ge 59 0 0 19 Dec 2022