代码大模型 / AI 编程

Multi Time Scale World Models

Vaisakh Shaj, Saleh Gholam Zadeh, Ozan Demir, Luiz Ricardo Douat, Gerhard Neumann

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted as spotlight at NeurIPS 2023

Token-Level Adaptation of LoRA Adapters for Downstream Task Generalization

Joshua Belofsky

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Evaluating the Impact of Flaky Simulators on Testing Autonomous Driving Systems

Mohammad Hossein Amini, Shervin Naseri, Shiva Nejati

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.AI

Comments Accepted for publication by Empirical Software Engineering Journal (EMSE) (in November 2023)

Utilizing Explainability Techniques for Reinforcement Learning Model Assurance

Alexander Tapley, Kyle Gatesman, Luis Robaina, Brett Bissey, Joseph Weissman

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 8 figures including appendices (A, B, C). Accepted as a poster presentation in the demo track at the "XAI in Action: Past, Present, and Future Applications" workshop at NeurIPS 2023. MITRE Public Release Case Number 23-3095

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, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

GPT4All: An Ecosystem of Open Source Compressed Language Models

Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo, Ben Schmidt, GPT4All Community, Brandon Duderstadt, Andriy Mulyar

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Accepted at NLP-OSS at EMNLP 2023

Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement

Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

ACL Anthology Helper: A Tool to Retrieve and Manage Literature from ACL Anthology

Chen Tang, Frank Guerin, Chenghua Lin

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Does Graph Distillation See Like Vision Dataset Counterpart?

Beining Yang, Kai Wang, Qingyun Sun, Cheng Ji, Xingcheng Fu, Hao Tang, Yang You, Jianxin Li

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted by NeurIPS 2023

NEWTON: Are Large Language Models Capable of Physical Reasoning?

Yi Ru Wang, Jiafei Duan, Dieter Fox, Siddhartha Srinivasa

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2023 Findings; 8 pages, 3 figures, 7 tables; Project page: https://newtonreasoning.github.io

The Rise and Potential of Large Language Model Based Agents: A Survey

Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 86 pages, 12 figures

Global Convergence of Receding-Horizon Policy Search in Learning Estimator Designs

Xiangyuan Zhang, Saviz Mowlavi, Mouhacine Benosman, Tamer Başar

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments arXiv admin note: text overlap with arXiv:2301.12624

Attention Visualizer Package: Revealing Word Importance for Deeper Insight into Encoder-Only Transformer Models

Ala Alam Falaki, Robin Gras

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 12 pages, 15 figures

RamseyRL: A Framework for Intelligent Ramsey Number Counterexample Searching

Steve Vott, Adam M. Lehavi

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 8 pages, 4 figures, submitted to AAAI2024

LARCH: Large Language Model-based Automatic Readme Creation with Heuristics

Yuta Koreeda, Terufumi Morishita, Osamu Imaichi, Yasuhiro Sogawa

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.CL

Comments This is a pre-print of a paper accepted at CIKM'23 Demo. Refer to the DOI URL for the original publication

Journal ref In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, October 21-25, 2023, Birmingham, United Kingdom. ACM, New York, NY, USA, 5 pages

A Review on Objective-Driven Artificial Intelligence

Apoorv Singh

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 5 figures, workshop submission

Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis

Ce Ju, Cuntai Guan

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 15 pages, 5 figures, 6 Tables; This work has been accepted by the IEEE Transactions on Neural Networks and Learning Systems, 2023. Copyright will be transferred without notice, after which this version may no longer be accessible

Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach

Xing Ai, Jialong Zhou, Yulin Zhu, Gaolei Li, Tomasz P. Michalak, Xiapu Luo, Kai Zhou

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers

Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments This work has been accepted to be presented to The 1st World Conference on eXplainable Artificial Intelligence (xAI 2023), July 26-28, 2023 - Lisboa, Portugal

DeepJoin: Joinable Table Discovery with Pre-trained Language Models

Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Journal ref VLDB2023

Kriging Convolutional Networks

Gabriel Appleby, Linfeng Liu, Li-Ping Liu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications

Juan Zuluaga-Gomez, Karel Veselý, Igor Szöke, Alexander Blatt, Petr Motlicek, Martin Kocour, Mickael Rigault, Khalid Choukri, Amrutha Prasad, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Claudia Cevenini, Pavel Kolčárek, Allan Tart, Jan Černocký, Dietrich Klakow

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Manuscript under review; The code is available at: https://github.com/idiap/atco2-corpus

Calculating and Visualizing Counterfactual Feature Importance Values

Bjorge Meulemeester, Raphael Mazzine Barbosa De Oliveira, David Martens

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

ADDSL: Hand Gesture Detection and Sign Language Recognition on Annotated Danish Sign Language

Sanyam Jain

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Simple Noisy Environment Augmentation for Reinforcement Learning

Raad Khraishi, Ramin Okhrati

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Incorporating Task-specific Concept Knowledge into Script Learning

Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology

Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, H. R. Tizhoosh

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Under Review for publication

Connected and Automated Vehicles in Mixed-Traffic: Learning Human Driver Behavior for Effective On-Ramp Merging

Nishanth Venkatesh, Viet-Anh Le, Aditya Dave, Andreas A. Malikopoulos

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes

Reda Alami, Mohammed Mahfoud, Eric Moulines

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Student-centric Model of Learning Management System Activity and Academic Performance: from Correlation to Causation

Varun Mandalapu, Lujie Karen Chen, Sushruta Shetty, Zhiyuan Chen, Jiaqi Gong

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG