Title
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 774 440 0 18 Jan 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 263 19 0 11 Dec 2023
Learnersourcing in the Age of AI: Student, Educator and Machine Partnerships for Content Creation Hassan Khosravi Paul Denny Steven Moore John C. Stamper 135 43 0 10 Jun 2023
Iterative Translation Refinement with Large Language ModelsEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023 Pinzhen Chen Zhicheng Guo Barry Haddow Kenneth Heafield LRM 183 29 0 06 Jun 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhihong Shao Yeyun Gong Yelong Shen Shiyu Huang Nan Duan Weizhu Chen RALM LRM KELM 243 366 0 24 May 2023
Reasoning with Language Model is Planning with World ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 303 798 0 24 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 652 699 0 03 May 2023
Self-Refine: Iterative Refinement with Self-FeedbackNeural Information Processing Systems (NeurIPS), 2023 Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 648 2,461 0 30 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 2.6K 17,188 0 27 Feb 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 359 475 0 24 Feb 2023
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Abigail Z. Jacobs J. Dean W. Fedus ELM ReLM LRM 440 3,046 0 15 Jun 2022
Training language models to follow instructions with human feedbackNeural Information Processing Systems (NeurIPS), 2022 Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 1.9K 16,867 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2022 Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 2.1K 13,906 0 28 Jan 2022
DeepQR: Neural-based Quality Ratings for Learnersourced Multiple-Choice QuestionsAAAI Conference on Artificial Intelligence (AAAI), 2021 Lin Ni Qiming Bao Xiaoxuan Li Qianqian Qi Paul Denny Jim Warren Michael Witbrock Jiamo Liu AI4Ed 223 15 0 19 Nov 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 1.0K 4,506 0 03 Sep 2021
Cross-Task Generalization via Natural Language Crowdsourcing InstructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 414 837 0 18 Apr 2021
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.9K 51,003 0 28 May 2020
RiPPLE: A Crowdsourced Adaptive Platform for Recommendation of Learning ActivitiesJournal of Learning Analytics (JLA), 2019 Hassan Khosravi Kirsty Kitto Joseph Jay Williams AI4Ed 112 74 0 12 Oct 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 1.5K 7,212 0 21 Apr 2019