Title
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 59 4 0 27 Nov 2023
Cerbero-7B: A Leap Forward in Language-Specific LLMs Through Enhanced Chat Corpus Generation and Evaluation Federico A. Galatolo M. G. Cimino 43 5 0 27 Nov 2023
Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits Johannes Schneider Steffi Haag Leona Chandra Kruse 23 14 0 26 Nov 2023
Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs Jonathan Roberts Timo Lüddecke Rehan Sheikh Kai Han Samuel Albanie MLLM 26 26 0 24 Nov 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 42 28 0 24 Nov 2023
Towards Auditing Large Language Models: Improving Text-based Stereotype Detection Wu Zekun Sahan Bulathwela Adriano Soares Koshiyama 28 12 0 23 Nov 2023
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 71 11 0 23 Nov 2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 39 8 0 21 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 53 56 0 21 Nov 2023
VLM-Eval: A General Evaluation on Video Large Language Models Shuailin Li Yuang Zhang Yucheng Zhao Qiuyue Wang Fan Jia Yingfei Liu Tiancai Wang MLLM ELM 44 2 0 20 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 47 53 0 20 Nov 2023
InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models Xiaotian Han Quanzeng You Yongfei Liu Wentao Chen Huangjie Zheng ... Yiqi Wang Bohan Zhai Jianbo Yuan Heng Wang Hongxia Yang ReLM LRM ELM 97 9 0 20 Nov 2023
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang MoMe 47 20 0 20 Nov 2023
Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms? Chanhui Lee Juhyeon Kim Yongjun Jeong Juhyun Lyu Junghee Kim ... Hyeokjun Choe Soyeon Park Woohyung Lim Sungbin Lim Snu Astronomy Research Center 38 0 0 19 Nov 2023
Bayesian Neural Networks: A Min-Max Game Framework Junping Hong E. Kuruoglu 33 0 0 18 Nov 2023
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes Bibek Upadhayay Vahid Behzadan 35 7 0 17 Nov 2023
Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities Avishree Khare Saikat Dutta Ziyang Li Alaia Solko-Breslin Rajeev Alur Mayur Naik ELM 40 40 0 16 Nov 2023
The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents Yun-Shiuan Chuang Siddharth Suresh Nikunj Harlalka Agam Goyal Robert Hawkins Sijia Yang Dhavan Shah Junjie Hu Timothy T. Rogers LLMAG 50 15 0 16 Nov 2023
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks Shivanshu Gupta Clemens Rosenbaum Ethan R. Elenberg LRM 47 6 0 16 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 38 8 0 14 Nov 2023
DeepThought: An Architecture for Autonomous Self-motivated Systems Arlindo L. Oliveira Tiago Domingos Mário A. T. Figueiredo Pedro U. Lima AI4CE LM&Ro 34 0 0 14 Nov 2023
Alignment is not sufficient to prevent large language models from generating harmful information: A psychoanalytic perspective Zi Yin Wei Ding Jia Liu 35 1 0 14 Nov 2023
The Transient Nature of Emergent In-Context Learning in Transformers Aaditya K. Singh Stephanie C. Y. Chan Ted Moskovitz Erin Grant Andrew M. Saxe Felix Hill 79 34 0 14 Nov 2023
Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks Melanie Mitchell Alessandro B. Palmarini A. Moskvichev LRM 40 49 0 14 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 58 6 0 13 Nov 2023
ChatAnything: Facetime Chat with LLM-Enhanced Personas Yilin Zhao Xinbin Yuan Shanghua Gao Zhijie Lin Qibin Hou Jiashi Feng Daquan Zhou 39 2 0 12 Nov 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models Jiawei Lin Jiaqi Guo Shizhao Sun Z. Yang Jian-Guang Lou Dongmei Zhang VLM 34 22 0 11 Nov 2023
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 31 24 0 10 Nov 2023
How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model Shezheng Song Xiaopeng Li Shasha Li Shan Zhao Jie Yu Jun Ma Xiaoguang Mao Weimin Zhang 73 4 0 10 Nov 2023
Learned Causal Method Prediction Shantanu Gupta Cheng Zhang Agrin Hilmkil OOD 47 2 0 07 Nov 2023
DeepInception: Hypnotize Large Language Model to Be Jailbreaker Xuan Li Zhanke Zhou Jianing Zhu Jiangchao Yao Tongliang Liu Bo Han 52 155 0 06 Nov 2023
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Le Yu Yu Bowen Haiyang Yu Fei Huang Yongbin Li MoMe 48 278 0 06 Nov 2023
SoK: Memorisation in machine learning Dmitrii Usynin Moritz Knolle Georgios Kaissis 37 1 0 06 Nov 2023
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models Yunlong Chen Yaming Zhang Jianfei Yu Li Yang Rui Xia ELM 32 0 0 06 Nov 2023
Can LLMs Follow Simple Rules? Norman Mu Sarah Chen Zifan Wang Sizhe Chen David Karamardian Lulwa Aljeraisy Basel Alomair Dan Hendrycks David Wagner ALM 31 27 0 06 Nov 2023
SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data Ruoxi Sun Sercan O. Arik Rajarishi Sinha Hootan Nakhost Hanjun Dai Pengcheng Yin Tomas Pfister 50 13 0 06 Nov 2023
Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs Wenke Xia Dong Wang Xincheng Pang Zhigang Wang Bin Zhao Di Hu Xuelong Li LM&Ro 45 19 0 06 Nov 2023
Accelerating Reinforcement Learning of Robotic Manipulations via Feedback from Large Language Models Kun-Mo Chu Xufeng Zhao C. Weber Mengdi Li Stefan Wermter LLMAG LM&Ro 49 14 0 04 Nov 2023
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang Yingcai Wu 53 58 0 03 Nov 2023
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction Nicholas Walker Stefan Ultes Pierre Lison LM&Ro 61 1 0 03 Nov 2023
Implicit Chain of Thought Reasoning via Knowledge Distillation Yuntian Deng Kiran Prasad Roland Fernandez P. Smolensky Vishrav Chaudhary Stuart M. Shieber ReLM LRM 30 43 0 02 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 26 19 0 02 Nov 2023
Training Dynamics of Contextual N-Grams in Language Models Lucia Quirke Lovis Heindrich Wes Gurnee Neel Nanda 26 4 0 01 Nov 2023
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis Yuxiang Zhou Jiazheng Li Yanzheng Xiang Hanqi Yan Lin Gui Yulan He 31 14 0 01 Nov 2023
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 33 12 0 01 Nov 2023
ChatGPT-Powered Hierarchical Comparisons for Image Classification Zhiyuan Ren Yiyang Su Xiaoming Liu VLM 57 21 0 01 Nov 2023
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection Costas Mavromatis Balasubramaniam Srinivasan Zhengyuan Shen Jiani Zhang Huzefa Rangwala Christos Faloutsos George Karypis 26 21 0 30 Oct 2023
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks Allen Nie Yuhui Zhang Atharva Amdekar Chris Piech Tatsunori Hashimoto Tobias Gerstenberg 43 36 0 30 Oct 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 46 10 0 30 Oct 2023
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery Katie Z Luo Zhenzhen Liu Xiangyu Chen Yurong You Sagie Benaim Cheng Perng Phoo Mark E. Campbell Wen Sun B. Hariharan Kilian Q. Weinberger OffRL 35 11 0 29 Oct 2023