Title
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 52 68 0 11 Apr 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 52 77 0 10 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 59 216 0 10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 61 249 0 07 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 44 41 0 07 Apr 2023
Geotechnical Parrot Tales (GPT): Harnessing Large Language Models in geotechnical engineering Krishna Kumar LLMAG AI4CE 19 10 0 04 Apr 2023
RPTQ: Reorder-based Post-training Quantization for Large Language Models Zhihang Yuan Lin Niu Jia-Wen Liu Wenyu Liu Xinggang Wang Yuzhang Shang Guangyu Sun Qiang Wu Jiaxiang Wu Bingzhe Wu MQ 46 82 0 03 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 59 443 0 31 Mar 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 50 858 0 30 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 183 803 0 30 Mar 2023
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Renrui Zhang Jiaming Han Chris Liu Peng Gao Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Yu Qiao MLLM 93 757 0 28 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 48 1,010 0 27 Mar 2023
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need Vivien A. Cabannes Léon Bottou Yann LeCun Randall Balestriero 52 13 0 27 Mar 2023
InterviewBot: Real-Time End-to-End Dialogue System to Interview Students for College Admission Zihao Wang Nathan Keyes Terry Crawford Jinho Choi 36 0 0 27 Mar 2023
An Evaluation of Memory Optimization Methods for Training Neural Networks Xiaoxuan Liu Siddharth Jha Alvin Cheung 34 0 0 26 Mar 2023
Scaling Expert Language Models with Unsupervised Domain Discovery Suchin Gururangan Margaret Li M. Lewis Weijia Shi Tim Althoff Noah A. Smith Luke Zettlemoyer MoE 43 46 0 24 Mar 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 31 111 0 24 Mar 2023
SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph Generation Changsheng Lv Mengshi Qi Xia Li Zhengyuan Yang Huadong Ma 3DPC ViT 39 10 0 20 Mar 2023
Exploring ChatGPT's Ability to Rank Content: A Preliminary Study on Consistency with Human Preferences Yunjie Ji Yan Gong Yiping Peng Chao Ni Peiyan Sun Dongyu Pan Baochang Ma Xiangang Li ELM ALM AI4MH 34 37 0 14 Mar 2023
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Ruixiang Tang Xiaotian Han Xiaoqian Jiang Xia Hu LM&MA AI4MH SyDa 42 172 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 46 517 0 07 Mar 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering Zhou Yu Xuecheng Ouyang Zhenwei Shao Mei Wang Jun Yu MLLM 94 11 0 03 Mar 2023
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following Seonghyeon Ye Hyeonbin Hwang Sohee Yang Hyeongu Yun Yireun Kim Minjoon Seo LRM 64 36 0 28 Feb 2023
SAINE: Scientific Annotation and Inference Engine of Scientific Research Susie Xi Rao Yi-Lin Tu P. Egger 32 1 0 28 Feb 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 39 28 0 28 Feb 2023
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 59 28 0 23 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 47 122 0 23 Feb 2023
In-context Example Selection with Influences Nguyen Tai Eric Wong 44 49 0 21 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 41 61 0 11 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 34 17 0 02 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 36 47 0 02 Feb 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 35 77 0 30 Jan 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 69 11 0 29 Jan 2023
TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World Hongpeng Lin Ludan Ruan Wenke Xia Peiyu Liu Jing Wen ... Di Hu Ruihua Song Wayne Xin Zhao Qin Jin Zhiwu Lu VGen 44 10 0 14 Jan 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 61 74 0 11 Jan 2023
Does compressing activations help model parallel training? S. Bian Dacheng Li Hongyi Wang Eric P. Xing Shivaram Venkataraman 40 5 0 06 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 62 17 0 03 Jan 2023
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 35 19 0 23 Dec 2022
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Min Zhang Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 35 34 0 21 Dec 2022
JASMINE: Arabic GPT Models for Few-Shot Learning El Moatez Billah Nagoudi Muhammad Abdul-Mageed AbdelRahim Elmadany Alcides Alcoba Inciarte Md. Tawkat Islam Khondaker 38 8 0 21 Dec 2022
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 46 59 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 42 237 0 20 Dec 2022
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 47 330 0 20 Dec 2022
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods Zhuo Zhang Yuanhang Yang Yong Dai Zhuang Li Zenglin Xu FedML 74 70 0 20 Dec 2022
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning Omar Shaikh Hongxin Zhang William B. Held Michael S. Bernstein Diyi Yang ReLM LRM 64 191 0 15 Dec 2022
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective Yu Zhao Huaming Du Qing Li Fuzhen Zhuang Ji Liu Gang Kou Gang Kou 63 1 0 28 Nov 2022
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 44 47 0 27 Nov 2022
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao Ji Lin Mickael Seznec Hao Wu Julien Demouth Song Han MQ 103 775 0 18 Nov 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 52 15 0 16 Nov 2022
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers Xingcheng Xu 35 0 0 16 Nov 2022