代码大模型 / AI 编程

UQLM: A Python Package for Uncertainty Quantification in Large Language Models

UQLM：用于大型语言模型不确定性量化的Python包

Dylan Bouchard, Mohit Singh Chauhan, David Skarbrevik, Ho-Kyeong Ra, Viren Bajaj, Zeya Ahmad

机构 * CVS Health（CVS健康） 纠错

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

AI总结 UQLM是一个用于检测大型语言模型幻觉的Python工具包，通过先进的不确定性量化技术提升模型输出的可靠性。

Comments Accepted by JMLR; UQLM Repository: https://github.com/cvs-health/uqlm

Journal ref Journal of Machine Learning Research, 2026

Dyad: a binary-star dynamics and statistics library for Python

Dyad：一个用于Python的双星动力学与统计库

Amery Gration

专题命中 仓库级理解 ：repository(abstract,comments)

AI总结 Dyad 是一个用于双星动力学和统计分析的 Python 库，提供概率分布模型和二体系统模拟工具。

Comments Published in The Journal of Open Source Software. Software repository at https://github.com/AmeryGration/dyad

Journal ref Journal of Open Source Software, 11(118), 9011 (2026)

Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers

语言模型的不确定性量化：一套黑盒、白盒、LLM评判者和集成评分器

Dylan Bouchard, Mohit Singh Chauhan

机构 * CVS Health（CVS健康公司） 纠错

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

AI总结 本文提出了一种灵活的框架，利用黑盒、白盒、LLM评判者和集成评分器来检测语言模型的幻觉问题，通过可调节的集成方法提升检测性能。

Comments Accepted by TMLR; UQLM repository: https://github.com/cvs-health/uqlm

Journal ref Transactions on Machine Learning Research, 2025

Formalizing Computational Paths and Fundamental Groups in Lean

在Lean中形式化计算路径与基本群

Arthur F. Ramos, Anjolina G. de Oliveira, Ruy J. G. B. de Queiroz, Tiago M. L. de Veras

专题命中 仓库级理解 ：repository(abstract,comments)

AI总结 本文在Lean 4中形式化了计算路径理论，并通过六个代数拓扑例子展示了其在同伦计算中的应用。

Comments 27 pages, 2 figures. All definitions and proofs are available in the ComputationalPathsLean GitHub repository

crate2bib: Citing Rust crates made easy

Jonas Pleyer

专题命中 仓库级理解 ：repository(abstract,comments)

Comments See the Github repository: https://github.com/jonaspleyer/crate2bib/

Improving the solver for the Balitsky-Kovchegov evolution equation with Automatic Differentiation

Florian Cougoulic, Piotr Korcyl, Tomasz Stebel

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 17 pages, 4 figures, source code is published in the repository

Journal ref Comput.Phys.Commun. 313 (2025) 109616

The Local Volume Database: a library of the observed properties of nearby dwarf galaxies and star clusters

Andrew B. Pace

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 22 pages, 13 figures, Published in the Open Journal of Astrophysics, GitHub repository and catalogs are available at https://github.com/apace7/local_volume_database

A neural network model for quickly solving multiple-band light curves of contact binaries

Kai Li, Li-Heng Wang, Xiang Gao

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 10pages, 4 figures, 3 tables, accepted by ApJS, Data available via China-VO PaperData repository

A Survey: Learning Embodied Intelligence from Physical Simulators and World Models

Xiaoxiao Long, Qingrui Zhao, Kaiwen Zhang, Zihao Zhang, Dingrui Wang, Yumeng Liu, Zhengjie Shu, Yi Lu, Shouzheng Wang, Xinzhe Wei, Wei Li, Wei Yin, Yao Yao, Jia Pan, Qiu Shen, Ruigang Yang, Xun Cao, Qionghai Dai

机构 * Nanjing University（南京大学） ； University of Hong Kong（香港大学） ； Central South University（中南大学） ； Horizon Robotics（Horizon机器人） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； University of Chinese Academy of Sciences（中国科学院大学） ； Shanghai Jiao Tong University（上海交通大学） ； Technical University of Munich（慕尼黑技术大学） ； Tsinghua University（清华大学） 纠错

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Update with recent progresses. 49pages, 25figures, 6tables, github repository avalible in https://github.com/NJU3DV-LoongGroup/Embodied-World-Models-Survey

QUEENS: An Open-Source Python Framework for Solver-Independent Analyses of Large-Scale Computational Models

Jonas Biehler, Jonas Nitzler, Sebastian Brandstaeter, Maximilian Dinkel, Volker Gravemeier, Lea J. Haeusel, Gil Robalo Rei, Harald Willmann, Barbara Wirthl, Wolfgang A. Wall

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 17 pages, 6 figures, one Github repository https://github.com/queens-py/queens

mcdust: A 2D Monte Carlo code for dust coagulation in protoplanetary disks

Vignesh Vaikundaraman, Nerea Gurrutxaga, Joanna Drążkowska

专题命中 仓库级理解 ：code model(abstract)；repository(comments)

Comments Submitted to the Journal of Open Source Software (JOSS). Documentation: https://mcdust.readthedocs.io/en/latest/. Repository: https://github.com/vicky1997/mcdust

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning

Libo Wang

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

Comments The relevant code has been uploaded to the publicly available GitHub repository. The link is: https://github.com/brucewang123456789/GeniusTrail/tree/main/GoCE

On the Ubiquity Of Electromagnetic-Duality Rotations in 4D, N = 1 Holoraumy Tensors for On-Shell 4D Supermultiplets

S. James Gates,, Daniel Lay, S. -N. Hazel Mak, Brock Peters, Aravind Ramakrishnan, Kory Stiffler, Zachary Wimpee, Xiao Xiao, Yifan Yuan, Jinjie Zhang, Peter V. Zhou

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Latex twice, 21 pages, final version includes one additional reference, teo citation correction, and 2-form clarifying language, link to the HEPTHools Data Repository included

Journal ref Int.J.Mod.Phys.A 35 (2020) 01, 2050008

Exploring the Abelian 4D, $\mathcal{N}$ = 4 Vector-Tensor Supermultiplet and Its Off-Shell Central Charge Structure

S. James Gates,, Kory Stiffler

专题命中 仓库级理解 ：repository(abstract,comments)

Comments HEPTHools Data Repository available open-source at https://hepthools.github.io/Data/, added references and related content, corrected group from SU(2) to GL(2,R)

Journal ref JHEP 03 (2019) 129

pyBoLaNO: A Python symbolic package for normal ordering involving bosonic ladder operators

Hendry M. Lim, Donny Dwiputra, M. Shoufie Ukhtary, Ahmad R. T. Nugraha

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 14 pages, 2 figures; GitHub repository at https://github.com/hendry24/pyBoLaNO; More detailed analysis in the Performance section; Addressed the ambiguity in the terminology; Added LaTeX renders of the demonstration outputs; Typesetting fixes and other small tweaks

Journal ref Computer Physics Communications 313 (2025); 109622

Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval

Libo Wang

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

Comments The experimental process and code have been uploaded to the Github repository, the link is: https://github.com/brucewang123456789/GeniusTrail/tree/main/Wormhole%20Memory%20Module

PyLongslit: a simple manual Python pipeline for processing of astronomical long-slit spectra recorded with CCD detectors

Kostas Valeckas, Johan Peter Uldall Fynbo, Jens-Kristian Krogager, Kasper Elm Heintz

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Submitted to JOSS. Software repository: https://github.com/KostasValeckas/PyLongslit

Image Pre-Processing Framework for Time-Domain Astronomy in the Artificial Intelligence Era

Liang Cao, Peng Jia, Jiaxin Li, Yu Song, Chengkun Hou, Yushan Li

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Accepted by the AJ. The Docker Version could be found in the PaperData Repository powered by China-VO

Large Language Models and Synthetic Data for Monitoring Dataset Mentions in Research Papers

Aivin V. Solatorio, Rafael Macalaba, James Liounis

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

Comments Project GitHub repository at https://github.com/worldbank/ai4data-use

Brain in the Dark: Design Principles for Neuromimetic Inference under the Free Energy Principle

Mehran H. Bazargani, Szymon Urbas, Karl Friston

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 14 pages, 4 figures, 1 GitHub repository

A ripple in time: a discontinuity in American history

Alexander Kolpakov, Igor Rivin

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

Comments 6 pages, 8 figures ; GitHub repository https://github.com/sashakolpakov/ripple_in_time ; to appear in 8th NLPIR Okayama, Japan | December 13-15, 2024 as "Discovering temporal and personality aspects in meager and highly variable text samples"

From Generalist to Specialist: A Survey of Large Language Models for Chemistry

Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen

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

Comments COLING2025,We maintain an up-to-date Github repository at: https://github.com/OpenDFM/LLM4Chemistry

PaCE: Parsimonious Concept Engineering for Large Language Models

Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan Chan, Darshan Thaker, Aditya Chattopadhyay, Chris Callison-Burch, René Vidal

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

Comments Accepted in NeurIPS 2024. GitHub repository at https://github.com/peterljq/Parsimonious-Concept-Engineering

Double Jeopardy and Climate Impact in the Use of Large Language Models: Socio-economic Disparities and Reduced Utility for Non-English Speakers

Aivin V. Solatorio, Gabriel Stefanini Vicente, Holly Krambeck, Olivier Dupriez

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

Comments Project GitHub repository at https://github.com/worldbank/double-jeopardy-in-llms

Jet Tagging with More-Interaction Particle Transformer

Yifan Wu, Kun Wang, Congqiao Li, Huilin Qu, Jingya Zhu

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 12 pages, 6 figures, 5 tables. The code is available at the following GitHub repository: https://github.com/USST-HEP/MIParT

Higher-derivative corrections to the Kerr quasinormal mode spectrum

Pablo A. Cano, Lodovico Capuano, Nicola Franchini, Simon Maenaut, Sebastian H. Völkel

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 17 pages, 6 figures. We provide an online repository with our complete results for the corrections to the Teukolsky equation and to the QNM frequencies; v2: references added. Version sent to the journal

Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation

Björn Michele, Alexandre Boulch, Tuan-Hung Vu, Gilles Puy, Renaud Marlet, Nicolas Courty

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Accepted to ECCV 2024. Project repository: github.com/valeoai/TTYD

Hard-disk computer simulations -- a historic perspective

Botao Li, Yoshihiko Nishikawa, Philipp Hoellmer, Louis Carillo, A. C. Maggs, Werner Krauth

专题命中 仓库级理解 ：repository(abstract,comments)

Comments 21 pages, 13 figures, open-source repository

Journal ref The Journal of Chemical Physics 157, 234111 (2022)

scores: A Python package for verifying and evaluating models and predictions with xarray

Tennessee Leeuwenburg, Nicholas Loveday, Elizabeth E. Ebert, Harrison Cook, Mohammadreza Khanarmuei, Robert J. Taggart, Nikeeth Ramanathan, Maree Carroll, Stephanie Chong, Aidan Griffiths, John Sharples

专题命中 仓库级理解 ：repository(abstract,comments)

Comments Minor revisions to text and table. Updated title. 6 pages, 1 table. Software repository at https://github.com/nci/scores/

Journal ref Journal of Open Source Software, Volume 9, Issue 99, Page 6889, July 2024

Dualities and Categorical Structures from 2D Up

Veronica Pasquarella

专题命中 仓库级理解 ：repository(abstract,comments)

Comments author's PhD thesis (based on the official version submitted for dissertation) https://www.repository.cam.ac.uk/items/1b4cfbcf-7fcf-415d-a252-ba60f7586899; 321 pages (the original version was 442 pages due to different font type); V2 with some further references added