Cross-Task Generalization via Natural Language Crowdsourcing Instructions

18 April 2021

Daniel Khashabi

Papers citing "Cross-Task Generalization via Natural Language Crowdsourcing Instructions"

50 / 562 papers shown

Title
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 26 48 0 23 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 23 96 0 23 May 2023
Can Large Language Models Capture Dissenting Human Voices? Noah Lee Na Min An James Thorne ALM 47 30 0 23 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 45 546 0 22 May 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 29 11 0 22 May 2023
"According to ...": Prompting Language Models Improves Quoting from Pre-Training Data Orion Weller Marc Marone Nathaniel Weir Dawn J Lawrie Daniel Khashabi Benjamin Van Durme HILM 78 44 0 22 May 2023
MaNtLE: Model-agnostic Natural Language Explainer Rakesh R Menon Kerem Zaman Shashank Srivastava FAtt LRM 24 2 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Mingyang Chen Wei Wang ALM 28 23 0 22 May 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction Zhibin Gou Qi Guo Yujiu Yang 33 54 0 22 May 2023
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs Jiuzhou Han Nigel Collier Wray L. Buntine Ehsan Shareghi 78 36 0 21 May 2023
LogiCoT: Logical Chain-of-Thought Instruction-Tuning Hanmeng Liu Zhiyang Teng Leyang Cui Chaoli Zhang Qiji Zhou Yue Zhang LRM 30 24 0 20 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 45 13 0 19 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 34 7 0 19 May 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning Po-Nien Kung Nanyun Peng 17 49 0 19 May 2023
Instruction Tuned Models are Quick Learners Himanshu Gupta Saurabh Arjun Sawant Swaroop Mishra Mutsumi Nakamura Arindam Mitra Santosh Mashetty Chitta Baral 26 26 0 17 May 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning Vipul Raheja Dhruv Kumar Ryan Koo Dongyeop Kang ALM 28 56 0 17 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 116 37 0 16 May 2023
Symbol tuning improves in-context learning in language models Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 36 75 0 15 May 2023
VideoChat: Chat-Centric Video Understanding Kunchang Li Yinan He Yi Wang Yizhuo Li Wen Wang Ping Luo Yali Wang Limin Wang Yu Qiao MLLM 69 534 0 10 May 2023
Towards Building the Federated GPT: Federated Instruction Tuning Jianyi Zhang Saeed Vahidian Martin Kuo Chunyuan Li Ruiyi Zhang Tong Yu Yufan Zhou Guoyin Wang Yiran Chen ALM FedML 37 112 0 09 May 2023
Improving Cross-Task Generalization with Step-by-Step Instructions Yang Wu Yanyan Zhao Zhongyang Li Bing Qin Kai Xiong LRM ALM 19 9 0 08 May 2023
Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner Zhengxiang Shi Aldo Lipani VLM CLL 37 21 0 02 May 2023
Working Memory Capacity of ChatGPT: An Empirical Study Dongyu Gong Xingchen Wan Dingmin Wang LLMAG KELM AI4MH 32 13 0 30 Apr 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 135 119 0 27 Apr 2023
TABLET: Learning From Instructions For Tabular Data Dylan Slack Sameer Singh LMTD ALM RALM 28 17 0 25 Apr 2023
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models Young-Suk Lee Ramón Fernández Astudillo Radu Florian Tahira Naseem Salim Roukos 30 4 0 24 Apr 2023
Domain Mastery Benchmark: An Ever-Updating Benchmark for Evaluating Holistic Domain Knowledge of Large Language Model--A Preliminary Release Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Zhuozhi Xiong Zihan Li Qi He Sihang Jiang Hongwei Feng Yanghua Xiao ELM ALM 47 2 0 23 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 42 200 0 17 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 39 147 0 17 Apr 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min Lin 18 17 0 17 Apr 2023
Chinese Open Instruction Generalist: A Preliminary Release Ge Zhang Yemin Shi Ruibo Liu Ruibin Yuan Yizhi Li ... Zhaoqun Li Zekun Wang Chenghua Lin Wen-Fen Huang Jie Fu ALM 33 29 0 17 Apr 2023
Towards Better Instruction Following Language Models for Chinese: Investigating the Impact of Training Data and Evaluation Yunjie Ji Yan Gong Yong Deng Yiping Peng Qiang Niu Baochang Ma Xiangang Li ALM ELM 24 22 0 16 Apr 2023
ArguGPT: evaluating, understanding and identifying argumentative essays generated by GPT models Yikang Liu Ziyin Zhang Wanyang Zhang Shisen Yue Xiaojing Zhao Xinyuan Cheng Yiwen Zhang Hai Hu DeLMO 19 49 0 16 Apr 2023
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity Anjana Arunkumar Shubham Sharma Rakhi Agrawal Sriramakrishnan Chandrasekaran Chris Bryan 34 0 0 12 Apr 2023
Improving Diffusion Models for Scene Text Editing with Dual Encoders Jiabao Ji Guanhua Zhang Zhaowen Wang Bairu Hou Zhifei Zhang Brian L. Price Shiyu Chang DiffM 38 29 0 12 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 42 348 0 11 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback Wenxiang Jiao Jen-tse Huang Wenxuan Wang Zhiwei He Tian Liang Xing Wang Shuming Shi Zhaopeng Tu ALM 46 44 0 05 Apr 2023
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models Aditi Mishra Utkarsh Soni Anjana Arunkumar Jinbin Huang Bum Chul Kwon Chris Bryan LRM 31 33 0 04 Apr 2023
Resources and Few-shot Learners for In-context Learning in Slavic Languages Michal vStefánik Marek Kadlcík Piotr Gramacki Petr Sojka 29 3 0 04 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 412 0 31 Mar 2023
Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases Yunjie Ji Yong Deng Yan Gong Yiping Peng Qiang Niu Lefei Zhang Baochang Ma Xiangang Li ALM 24 93 0 26 Mar 2023
Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting Marta Skreta Naruki Yoshikawa Sebastian Arellano-Rubach Zhi Ji L. B. Kristensen Kourosh Darvish Alán Aspuru-Guzik Florian Shkurti Animesh Garg 80 56 0 24 Mar 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 27 269 0 22 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 35 20 0 18 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models Bhargavi Paranjape Scott M. Lundberg Sameer Singh Hannaneh Hajishirzi Luke Zettlemoyer Marco Tulio Ribeiro KELM ReLM LRM 23 142 0 16 Mar 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 49 49 0 28 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 32 73 0 22 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 31 15 0 17 Feb 2023
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis Kevin Scaria Himanshu Gupta Siddharth Goyal Saurabh Arjun Sawant Swaroop Mishra Chitta Baral 29 25 0 16 Feb 2023
ScatterShot: Interactive In-context Example Curation for Text Transformation Tongshuang Wu Hua Shen Daniel S. Weld Jeffrey Heer Marco Tulio Ribeiro 19 23 0 14 Feb 2023