Title
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 104 6 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 98 17 0 12 Apr 2023
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 109 73 0 11 Apr 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 164 128 0 11 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 183 385 0 11 Apr 2023
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field Registration Tobias Baumgartner Stefanie Klatt 3DH 90 14 0 10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 264 0 07 Apr 2023
Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster Nolan Dey Gurpreet Gosal Zhiming Chen Chen Hemant Khachane William Marshall Ribhu Pathria Marvin Tom Joel Hestness MoE LRM 126 108 0 06 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 101 89 0 05 Apr 2023
FedBot: Enhancing Privacy in Chatbots with Federated Learning Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander FedML SILM 104 3 0 04 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 164 274 0 04 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 64 9 0 02 Apr 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 149 913 0 30 Mar 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 104 179 0 28 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 300 1,206 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 59 0 0 27 Mar 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 114 325 0 23 Mar 2023
DialogPaint: A Dialog-based Image Editing Model Jingxuan Wei Shiyu Wu Xin Jiang Yequan Wang KELM DiffM 82 5 0 17 Mar 2023
A Short Survey of Viewing Large Language Models in Legal Aspect Zhongxiang Sun AILaw ELM 108 70 0 16 Mar 2023
Enhancing Text Generation with Cooperative Training Tong Wu Hao Wang Zhongshen Zeng Wei Wang Haimin Zheng Jiaxing Zhang SyDa 124 1 0 16 Mar 2023
Streaming Kernel PCA Algorithm With Small Space Yichuan Deng Zhao Song Zifan Wang Hangke Zhang 114 4 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 105 555 0 07 Mar 2023
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering Maciej P. Polak Dane Morgan 139 182 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 186 11 0 03 Mar 2023
SAINE: Scientific Annotation and Inference Engine of Scientific Research Susie Xi Rao Yi-Lin Tu P. Egger 53 1 0 28 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 119 53 0 12 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 151 69 0 11 Feb 2023
Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective Christian Cabrera Andrei Paleyes Pierre Thodoroff Neil D. Lawrence AI4TS AI4CE OOD 62 7 0 09 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 130 49 0 02 Feb 2023
Using In-Context Learning to Improve Dialogue Safety Nicholas Meade Spandana Gella Devamanyu Hazarika Prakhar Gupta Di Jin Siva Reddy Yang Liu Dilek Z. Hakkani-Tür 121 39 0 02 Feb 2023
In-Context Retrieval-Augmented Language Models Ori Ram Yoav Levine Itay Dalmedigos Dor Muhlgay Amnon Shashua Kevin Leyton-Brown Y. Shoham KELM RALM LRM 117 616 0 31 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 147 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 85 12 0 14 Jan 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 110 78 0 11 Jan 2023
Does compressing activations help model parallel training? S. Bian Dacheng Li Hongyi Wang Eric P. Xing Shivaram Venkataraman 72 9 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 102 17 0 03 Jan 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 155 547 0 31 Dec 2022
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 97 20 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 96 37 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 77 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 134 68 0 20 Dec 2022
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo J. Kim Jack Hessel Liwei Jiang Peter West Ximing Lu ... Ronan Le Bras Malihe Alikhani Gunhee Kim Maarten Sap Yejin Choi HILM 132 170 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 95 250 0 20 Dec 2022
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning Xiaoming Liu Zhaohan Zhang Yichen Wang Hang Pu Y. Lan Chao Shen 95 41 0 20 Dec 2022
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 135 351 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 124 85 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 162 200 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 157 1 0 28 Nov 2022
Deanthropomorphising NLP: Can a Language Model Be Conscious? Matthew Shardlow Piotr Przybyła 64 7 0 21 Nov 2022
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen S. Sankaranarayanan Hamid Palangi Yoon Kim Marzyeh Ghassemi KELM 155 177 0 20 Nov 2022