Title
ChatGPT4PCG Competition: Character-like Level Generation for Science Birds Pittawat Taveekitworachai Febri Abdullah Mury F. Dewantoro R. Thawonmas Julian Togelius Jochen Renz 21 17 0 28 Mar 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 28 49 0 26 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 36 7 0 04 Feb 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI Alex Mei Sharon Levy William Yang Wang 44 7 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 51 310 0 19 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 31 32 0 16 Dec 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 16 5 0 24 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Peng Gao VLM 28 136 0 21 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 28 101 0 15 Nov 2022
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation Yanyang Li Jianqiao Zhao M. Lyu Liwei Wang 13 15 0 03 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 21 59 0 03 Nov 2022
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 41 17 0 01 Nov 2022
Generating Sequences by Learning to Self-Correct Sean Welleck Ximing Lu Peter West Faeze Brahman T. Shen Daniel Khashabi Yejin Choi LRM 25 215 0 31 Oct 2022
Behavior Cloned Transformers are Neurosymbolic Reasoners Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu 16 11 0 13 Oct 2022
Challenges in Explanation Quality Evaluation Hendrik Schuff Heike Adel Peng Qi Ngoc Thang Vu XAI 33 3 0 13 Oct 2022
Can Pretrained Language Models (Yet) Reason Deductively? Moy Yuan Songbo Hu Ivan Vulić Anna Korhonen Zaiqiao Meng ReLM ELM LRM 29 8 0 12 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 48 10 0 08 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 46 550 0 07 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 19 59 0 06 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 192 60 0 04 Oct 2022
ThinkSum: Probabilistic reasoning over sets using large language models Batu Mehmet Ozturkler Nikolay Malkin Zhen Wang Nebojsa Jojic ReLM LRM 36 22 0 04 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 38 9 0 01 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 221 321 0 21 Sep 2022
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 123 212 0 07 Sep 2022
Elaboration-Generating Commonsense Question Answering at Scale Wenya Wang Vivek Srikumar Hannaneh Hajishirzi Noah A. Smith ELM LRM 27 15 0 02 Sep 2022
Social Simulacra: Creating Populated Prototypes for Social Computing Systems J. Park Lindsay Popowski Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein 11 274 0 08 Aug 2022
Rationale-Augmented Ensembles in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Denny Zhou ReLM LRM 22 124 0 02 Jul 2022
Can Foundation Models Help Us Achieve Perfect Secrecy? Simran Arora Christopher Ré FedML 11 6 0 27 May 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 218 189 0 24 May 2022
Inferring Implicit Relations in Complex Questions with Language Models Uri Katz Mor Geva Jonathan Berant ReLM LRM 22 11 0 28 Apr 2022
DREAM: Improving Situational QA by First Elaborating the Situation Yuling Gu Bhavana Dalvi Peter Clark 19 18 0 16 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 246 55 0 06 Dec 2021
Leveraging Knowledge in Multilingual Commonsense Reasoning Yuwei Fang Shuohang Wang Yichong Xu Ruochen Xu Siqi Sun Chenguang Zhu Michael Zeng LRM 232 17 0 16 Oct 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,586 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019