代码大模型 / AI 编程

The 2021 Tokyo Olympics Multilingual News Article Dataset

Erik Novak, Erik Calcina, Dunja Mladenić, Marko Grobelnik

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

LM2: Large Memory Models

Jikun Kang, Wenqi Wu, Filippos Christianos, Alex J. Chan, Fraser Greenlee, George Thomas, Marvin Purtorab, Andy Toulis

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

Gradient-free variational learning with conditional mixture networks

Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz, Jeff Beck, Christopher Buckley

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

Comments 16 pages main text (3 figures), including references. 9 pages supplementary material (5 figures). Accepted at NeurIPS Bayesian Decision Making and Uncertainty Workshop (2024): https://neurips.cc/virtual/2024/98879

Connections between Schedule-Free Optimizers, AdEMAMix, and Accelerated SGD Variants

Depen Morwani, Nikhil Vyas, Hanlin Zhang, Sham Kakade

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

Analysis of Student-LLM Interaction in a Software Engineering Project

Agrawal Naman, Ridwan Shariffdeen, Guanlin Wang, Sanka Rasnayaka, Ganesh Neelakanta Iyer

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

Comments 8 pages

SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian Mishara

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

Comments Published in: IEEE Transactions on Affective Computing

A Multi-Layered Large Language Model Framework for Disease Prediction

Malak Mohamed, Rokaia Emad, Ali Hamdi

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

Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion

Nikolaos Livathinos, Christoph Auer, Maksym Lysak, Ahmed Nassar, Michele Dolfi, Panos Vagenas, Cesar Berrospi Ramis, Matteo Omenetti, Kasper Dinkla, Yusik Kim, Shubham Gupta, Rafael Teixeira de Lima, Valery Weber, Lucas Morin, Ingmar Meijer, Viktor Kuropiatnyk, Peter W. J. Staar

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

Comments Accepted to AAAI 25: Workshop on Open-Source AI for Mainstream Use

DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale

Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications

Ofir Marom

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

Comments 15 pages, 7 figures

Real-Time Textless Dialogue Generation

Long Mai, Julie Carson-Berndsen

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

Retrieval-Augmented Generation with Graphs (GraphRAG)

Haoyu Han, Yu Wang, Harry Shomer, Kai Guo, Jiayuan Ding, Yongjia Lei, Mahantesh Halappanavar, Ryan A. Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, Jiliang Tang

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

Investigating the Impact of Data Selection Strategies on Language Model Performance

Jiayao Gu, Liting Chen, Yihong Li

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

Comments 7 pages, 1 figure

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell

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

Comments NAACL-HLT 2022 Industry Track

Journal ref Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track

Distilled Lifelong Self-Adaptation for Configurable Systems

Yulong Ye, Tao Chen, Miqing Li

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

Comments Accepted by the 2025 International Conference on Software Engineering (ICSE 2025)

From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs

Ratnesh Kumar Joshi, Sagnik Sengupta, Asif Ekbal

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

Comments 14 Pages, 5 Tables, 2 figures

Trust Calibration in IDEs: Paving the Way for Widespread Adoption of AI Refactoring

Markus Borg

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

Comments Accepted for publication in the Proc. of the 2nd Workshop on Integrated Development Environments, 2025

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models

Haowen Hou, Peigen Zeng, Fei Ma, Fei Richard Yu

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

Comments Accepted at COLING 2025 main conference

Discerning and Characterising Types of Competency Questions for Ontologies

C. Maria Keet, Zubeida Casmod Khan

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

Comments 16 pages, 5 figures

A Novel Machine Learning Classifier Based on Genetic Algorithms and Data Importance Reformatting

A. K. Alkhayyata, N. M. Hewahi

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

Journal ref Agrociencia 57 (10), 2023

Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval

Quang Hoang Trung, Nguyen Van Hoang Phuc, Le Trung Hoang, Quang Huu Hieu, Vo Nguyen Le Duy

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

NITRO: LLM Inference on Intel Laptop NPUs

Anthony Fei, Mohamed S. Abdelfattah

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

Comments 11 pages, 7 figures

Proposing and solving olympiad geometry with guided tree search

Chi Zhang, Jiajun Song, Siyu Li, Yitao Liang, Yuxi Ma, Wei Wang, Yixin Zhu, Song-Chun Zhu

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

SAM Decoding: Speculative Decoding via Suffix Automaton

Yuxuan Hu, Ke Wang, Xiaokang Zhang, Fanjin Zhang, Cuiping Li, Hong Chen, Jing Zhang

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

Comments 16 pages, 9 figures, 9 tables

Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)

Yansel Gonzalez Tejeda, Helmut A. Mayer

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

Comments Submitted to the journal Machine Learning and Knowledge Extraction

Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning

Amnon Bleich, Antje Linnemann, Bjoern H. Diem, Tim OF Conrad

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

WithdrarXiv: A Large-Scale Dataset for Retraction Study

Delip Rao, Jonathan Young, Thomas Dietterich, Chris Callison-Burch

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

Comments 11 pages, 5 figures

TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment

Luca Colombo, Alessandro Falcetta, Manuel Roveri

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

Journal ref Proceedings of the Third International Conference on AI-ML Systems, 2023, pp. 1-8

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense

Damodar Panigrahi, Shaswata Mitra, Subash Neupane, Sudip Mittal, Benjamin A. Blakely

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

Comments 10 pages, 8 figures

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network

Irfan Nafiz Shahan, Pulok Ahmed Auvi

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