Title
Improving Factuality and Reasoning in Language Models through Multiagent Debate Yilun Du Shuang Li Antonio Torralba J. Tenenbaum Igor Mordatch LLMAG LRM 42 597 0 23 May 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models Z. Chen Kun Zhou Beichen Zhang Zheng Gong Wayne Xin Zhao Ji-Rong Wen KELM LRM 19 27 0 23 May 2023
Make a Choice! Knowledge Base Question Answering with In-Context Learning Chuanyuan Tan Yuehe Chen Wenbiao Shao Wenliang Chen 29 13 0 23 May 2023
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers Jordan Meadows Marco Valentino Damien Teney André Freitas 22 8 0 21 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 24 6 0 21 May 2023
GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts Jessica Nayeli López Espejel E. Ettifouri Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane ELM LRM 20 84 0 21 May 2023
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs Pranjal Aggarwal Aman Madaan Yiming Yang Mausam LRM 18 33 0 19 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 58 1,138 0 17 May 2023
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot Aanisha Bhattacharya Yaman Kumar Singla Balaji Krishnamurthy R. Shah Changyou Chen VGen 19 11 0 16 May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences Chaojun Wang Y. Liu Wai Lam 26 2 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 28 72 0 15 May 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan CLL 20 4 0 14 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 19 455 0 13 May 2023
Autonomous GIS: the next-generation AI-powered GIS Zhenlong Li H. Ning SyDa LLMAG 20 73 0 10 May 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks Xianzhi Li Samuel Chan Xiaodan Zhu Yulong Pei Zhiqiang Ma Xiaomo Liu Sameena Shah AI4MH 25 74 0 10 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 19 62 0 08 May 2023
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting Miles Turpin Julian Michael Ethan Perez Sam Bowman ReLM LRM 27 378 0 07 May 2023
Few-shot In-context Learning for Knowledge Base Question Answering Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 94 76 0 02 May 2023
Self-Evaluation Guided Beam Search for Reasoning Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao MingSung Kan Junxian He Qizhe Xie LRM 164 129 0 01 May 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 186 116 0 30 Apr 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 44 24 0 28 Apr 2023
Learning to Extrapolate: A Transductive Approach Aviv Netanyahu Abhishek Gupta Max Simchowitz K. Zhang Pulkit Agrawal 35 15 0 27 Apr 2023
Learning to Plan with Natural Language Yiduo Guo Yaobo Liang Chenfei Wu Wenshan Wu Dongyan Zhao Nan Duan LLMAG LRM 26 6 0 20 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 19 100 0 19 Apr 2023
Solving Math Word Problems by Combining Language Models With Symbolic Solvers Joy He-Yueya Gabriel Poesia Rose E. Wang Noah D. Goodman 24 112 0 16 Apr 2023
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 11 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 21 140 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 23 483 0 13 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 16 40 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 11 37 0 11 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 16 30 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 43 24 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 23 4 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 25 36 0 04 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 14 28 0 02 Apr 2023
Pair Programming with Large Language Models for Sampling and Estimation of Copulas Jan Górecki LLMAG 12 1 0 31 Mar 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society G. Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Bernard Ghanem SyDa ALM 19 397 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 51 780 0 30 Mar 2023
Unified Text Structuralization with Instruction-tuned Language Models Xuanfan Ni Piji Li Huayang Li 36 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 25 19 0 14 Mar 2023
Baldur: Whole-Proof Generation and Repair with Large Language Models E. First M. Rabe Talia Ringer Yuriy Brun 59 92 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 19 55 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 39 42 0 08 Mar 2023
Automatically Auditing Large Language Models via Discrete Optimization Erik Jones Anca Dragan Aditi Raghunathan Jacob Steinhardt 27 157 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 24 501 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 90 152 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 26 350 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 61 51 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 20 1,558 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 8 12,223 0 27 Feb 2023