Title
nanoLM: an Affordable LLM Pre-training Benchmark via Accurate Loss Prediction across Scales Yiqun Yao Siqi Fan Xiusheng Huang Xuezhi Fang Xiang Li ... Peng Han Shuo Shang Kang Liu Aixin Sun Yequan Wang 92 6 0 14 Apr 2023
What does CLIP know about a red circle? Visual prompt engineering for VLMs Aleksandar Shtedritski Christian Rupprecht Andrea Vedaldi VLM MLLM 113 162 0 13 Apr 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 138 550 0 13 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 73 43 0 12 Apr 2023
The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning Micah Goldblum Marc Finzi K. Rowan A. Wilson UQCV FedML 137 43 0 11 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 100 34 0 10 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 106 26 0 10 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 94 6 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 71 43 0 04 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 76 35 0 02 Apr 2023
Pair Programming with Large Language Models for Sampling and Estimation of Copulas Jan Górecki LLMAG 39 1 0 31 Mar 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 186 521 0 31 Mar 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 286 855 0 30 Mar 2023
Unified Text Structuralization with Instruction-tuned Language Models Xuanfan Ni Piji Li Huayang Li 82 13 0 27 Mar 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models Alberto Testolin AIMat 72 22 0 14 Mar 2023
Baldur: Whole-Proof Generation and Repair with Large Language Models E. First M. Rabe Talia Ringer Yuriy Brun 144 108 0 08 Mar 2023
nl2spec: Interactively Translating Unstructured Natural Language to Temporal Logics with Large Language Models Matthias Cosler Christopher Hahn Daniel Mendoza Frederik Schmitt Caroline Trippel 75 63 0 08 Mar 2023
Magnushammer: A Transformer-Based Approach to Premise Selection Maciej Mikuła Szymon Tworkowski Szymon Antoniak Bartosz Piotrowski Albert Qiaochu Jiang Jinyi Zhou Christian Szegedy Lukasz Kuciñski Piotr Milo's Yuhuai Wu 161 46 0 08 Mar 2023
Automatically Auditing Large Language Models via Discrete Optimization Erik Jones Anca Dragan Aditi Raghunathan Jacob Steinhardt 127 172 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 120 554 0 07 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 203 172 0 07 Mar 2023
Larger language models do in-context learning differently Jerry W. Wei Jason W. Wei Yi Tay Dustin Tran Albert Webson ... Xinyun Chen Hanxiao Liu Da Huang Denny Zhou Tengyu Ma ReLM LRM 125 374 0 07 Mar 2023
Towards provably efficient quantum algorithms for large-scale machine-learning models Junyu Liu Minzhao Liu Jin-Peng Liu Ziyu Ye Yunfei Wang Yuri Alexeev Jens Eisert Liang Jiang 162 61 0 06 Mar 2023
PaLM-E: An Embodied Multimodal Language Model Danny Driess F. Xia Mehdi S. M. Sajjadi Corey Lynch Aakanksha Chowdhery ... Marc Toussaint Klaus Greff Andy Zeng Igor Mordatch Peter R. Florence LM&Ro 162 1,679 0 06 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 1.7K 13,558 0 27 Feb 2023
Safety without alignment András Kornai M. Bukatin Zsolt Zombori LLMSV 62 0 0 27 Feb 2023
ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics Zhangir Azerbayev Bartosz Piotrowski Hailey Schoelkopf Edward W. Ayers Dragomir R. Radev J. Avigad AIMat 83 84 0 24 Feb 2023
Optical Transformers Maxwell G. Anderson Shifan Ma Tianyu Wang Logan G. Wright Peter L. McMahon 51 23 0 20 Feb 2023
Learning Language Representations with Logical Inductive Bias Jianshu Chen NAI AI4CE LRM 55 3 0 19 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 219 16 0 17 Feb 2023
Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks T. Ullman LRM 92 241 0 16 Feb 2023
Empirical Investigation of Neural Symbolic Reasoning Strategies Yoichi Aoki Keito Kudo Tatsuki Kuribayashi Ana Brassard Masashi Yoshikawa Keisuke Sakaguchi Kentaro Inui 75 2 0 16 Feb 2023
Tree-Based Representation and Generation of Natural and Mathematical Language Alexander Scarlatos Andrew Lan 52 19 0 15 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 102 394 0 15 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 146 53 0 12 Feb 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 49 20 0 11 Feb 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers Tianjun Zhang Fangchen Liu Justin Wong Pieter Abbeel Joseph E. Gonzalez 103 47 0 10 Feb 2023
Binarized Neural Machine Translation Yichi Zhang Ankush Garg Yuan Cao Lukasz Lew Behrooz Ghorbani Zhiru Zhang Orhan Firat MQ 76 14 0 09 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 176 707 0 08 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 134 196 0 06 Feb 2023
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers K. Choromanski Shanda Li Valerii Likhosherstov Kumar Avinava Dubey Shengjie Luo Di He Yiming Yang Tamás Sarlós Thomas Weingarten Adrian Weller 108 8 0 03 Feb 2023
QR-CLIP: Introducing Explicit Open-World Knowledge for Location and Time Reasoning Weimin Shi Mingchen Zhuge D. Gao Zhong Zhou Ming-Ming Cheng Deng-Ping Fan LRM VLM 88 0 0 02 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 146 434 0 31 Jan 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 143 162 0 31 Jan 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 134 678 0 31 Jan 2023
Faithful Chain-of-Thought Reasoning Qing Lyu Shreya Havaldar Adam Stein Li Zhang D. Rao Eric Wong Marianna Apidianaki Chris Callison-Burch ReLM LRM 183 230 0 31 Jan 2023
Looped Transformers as Programmable Computers Angeliki Giannou Shashank Rajput Jy-yong Sohn Kangwook Lee Jason D. Lee Dimitris Papailiopoulos 103 107 0 30 Jan 2023
Generalization on the Unseen, Logic Reasoning and Degree Curriculum Emmanuel Abbe Samy Bengio Aryo Lotfi Kevin Rizk LRM 108 55 0 30 Jan 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling Dimitrios Christofidellis Giorgio Giannone Jannis Born Ole Winther Teodoro Laino Matteo Manica AI4CE 118 89 0 29 Jan 2023
Learning to solve arithmetic problems with a virtual abacus Flavio Petruzzellis Ling-Hao Chen Alberto Testolin 74 1 0 17 Jan 2023