语言大模型 / LLM - arXivDaily 专题

2412.09230 2024-12-13 cs.CV cs.AI 79%

Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering

Sai Bhargav Rongali, Mohamad Hassan N C, Ankit Jha, Neha Bhargava, Saurabh Prasad, Biplab Banerjee

专题命中其他LLM ：foundation model(title)；language model(abstract)；分类 cs.AI

Journal ref WACV2025

2412.07867 2024-12-12 hep-ex cs.LG hep-ph 79%

Bumblebee: Foundation Model for Particle Physics Discovery

Andrew J. Wildridge, Jack P. Rodgers, Ethan M. Colbert, Yao yao, Andreas W. Jung, Miaoyuan Liu

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

Comments 5 pages, 3 figures, submitted to Machine Learning and the Physical Sciences Workshop, NeurIPS 2024

2309.14913 2024-12-10 cond-mat.dis-nn cs.CL 79%

Robustness of the Random Language Model

Fatemeh Lalegani, Eric De Giuli

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 11 pages; v2: expanded discussion throughout

Journal ref PRE 109 (2024): 054313

2412.05353 2024-12-10 cs.CL 79%

Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models

Michael Hanna, Aaron Mueller

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Code and data available at https://github.com/hannamw/GP-mechanisms

2412.05293 2024-12-10 cs.CV cs.LG 79%

FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector

Jiankang Chen, Ling Deng, Zhiyong Gan, Wei-Shi Zheng, Ruixuan Wang

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

Comments 13 pages, 7 figures

Journal ref Proceedings of the 32nd ACM International Conference on Multimedia, 2024

2406.18872 2024-12-10 cs.CL 79%

Efficacy of Language Model Self-Play in Non-Zero-Sum Games

Austen Liao, Nicholas Tomlin, Dan Klein

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2412.04707 2024-12-09 cs.AI cs.CE cs.CV cs.HC 79%

Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis

Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.AI

2412.02343 2024-12-04 cs.CL cs.CR 79%

Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model

Xi Cao, Nuo Qun, Quzong Gesang, Yulei Zhu, Trashi Nyima

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Revised Version; Accepted at WWW 2024 Workshop on SocialNLP

Journal ref Companion Proceedings of the ACM Web Conference 2024

2411.18727 2024-12-02 cs.CV cs.AI 79%

Generative Visual Communication in the Era of Vision-Language Models

Yael Vinker

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments PhD Thesis

2410.05047 2024-11-20 cs.CL 79%

A test suite of prompt injection attacks for LLM-based machine translation

Antonio Valerio Miceli-Barone, Zhifan Sun

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2310.00583 2024-11-13 cs.DB cs.AI 79%

City Foundation Models for Learning General Purpose Representations from OpenStreetMap

Pasquale Balsebre, Weiming Huang, Gao Cong, Yi Li

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.AI

Comments CIKM 2024

2411.07224 2024-11-12 cs.CR cs.CL 79%

TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models

Matheus Simão, Fabiano Prado, Omar Abdul Wahab, Anderson Avila

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted at WIFS 2024

2411.01222 2024-11-08 cs.CL 79%

$B^4$: A Black-Box Scrubbing Attack on LLM Watermarks

Baizhou Huang, Xiao Pu, Xiaojun Wan

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2403.02436 2024-11-01 cs.CL 79%

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers

Xin Lu, Yanyan Zhao, Bing Qin, Liangyu Huo, Qing Yang, Dongliang Xu

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted by NeurIPS 2024

2410.22736 2024-10-31 cs.CL 79%

Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model

Keito Sasagawa, Koki Maeda, Issa Sugiura, Shuhei Kurita, Naoaki Okazaki, Daisuke Kawahara

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 15 pages, 7 figures

2410.22707 2024-10-31 cs.RO cs.AI cs.CV 79%

Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization

Kento Kawaharazuka, Yoshiki Obinata, Naoaki Kanazawa, Kei Okada, Masayuki Inaba

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments Accepted at Humanoids2024

2410.21802 2024-10-31 cs.CV cs.AI 79%

Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models

Lu Yu, Haiyang Zhang, Changsheng Xu

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments Accepted by NeurIPS 2024

2311.08593 2024-10-31 cs.CL cs.IR 79%

Summarization-Based Document IDs for Generative Retrieval with Language Models

Haoxin Li, Daniel Cheng, Phillip Keung, Jungo Kasai, Noah A. Smith

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments To appear at the NLP for Wikipedia Workshop in EMNLP 2024

2310.19453 2024-10-31 cs.IR cs.AI 79%

FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction

Hangyu Wang, Jianghao Lin, Xiangyang Li, Bo Chen, Chenxu Zhu, Ruiming Tang, Weinan Zhang, Yong Yu

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments Accepted by RecSys 2024

2410.21281 2024-10-30 cs.CY cs.AI 79%

The Social Impact of Generative LLM-Based AI

Yu Xie, Sofia Avila

专题命中其他LLM ：LLM(title,abstract)；分类 cs.AI

Comments 34 pages, 3 figures, 2 tables

2410.20168 2024-10-29 cs.LG cs.LO 79%

Infectious Disease Forecasting in India using LLM's and Deep Learning

Chaitya Shah, Kashish Gandhi, Javal Shah, Kreena Shah, Nilesh Patil, Kiran Bhowmick

专题命中其他LLM ：LLM(title,abstract)；分类 cs.LG

Comments 16 pages, 4 figures

2410.19370 2024-10-28 cs.LG 79%

Notes on the Mathematical Structure of GPT LLM Architectures

Spencer Becker-Kahn

专题命中其他LLM ：LLM(title,abstract)；分类 cs.LG

Comments 10 pages

2404.01542 2024-10-25 cs.LG 79%

Predicting the Performance of Foundation Models via Agreement-on-the-Line

Rahul Saxena, Taeyoun Kim, Aman Mehra, Christina Baek, Zico Kolter, Aditi Raghunathan

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

2410.16738 2024-10-23 cs.LG 79%

LLM-Assisted Red Teaming of Diffusion Models through "Failures Are Fated, But Can Be Faded"

Som Sagar, Aditya Taparia, Ransalu Senanayake

专题命中其他LLM ：LLM(title,abstract)；分类 cs.LG

Comments 13 pages, 11 figures. arXiv admin note: substantial text overlap with arXiv:2406.07145

2410.15765 2024-10-22 physics.geo-ph cs.LG 79%

SeisLM: a Foundation Model for Seismic Waveforms

Tianlin Liu, Jannes Münchmeyer, Laura Laurenti, Chris Marone, Maarten V. de Hoop, Ivan Dokmanić

专题命中其他LLM ：foundation model(title)；language model(abstract)；分类 cs.LG

2410.14732 2024-10-22 cs.LG physics.ao-ph 79%

SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting

Jingyi Xu, Yeqi Luo, Weidong Yang, Keyi Liu, Shengnan Wang, Ben Fei, Lei Bai

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

Comments 10 pages, 7 figures

2306.14165 2024-10-21 cs.AI cs.HC 79%

Interactive Design by Integrating a Large Pre-Trained Language Model and Building Information Modeling

Suhyung Jang, Ghang Lee

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

2410.11462 2024-10-16 cs.CL 79%

Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing

Richard Diehl Martinez, Zebulon Goriely, Andrew Caines, Paula Buttery, Lisa Beinborn

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2405.17894 2024-10-15 cs.CV cs.AI 79%

White-box Multimodal Jailbreaks Against Large Vision-Language Models

Ruofan Wang, Xingjun Ma, Hanxu Zhou, Chuanjun Ji, Guangnan Ye, Yu-Gang Jiang

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

2405.00208 2024-10-15 cs.CL 79%

A Primer on the Inner Workings of Transformer-based Language Models

Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

1. 其他LLM 12169 篇

Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering

Bumblebee: Foundation Model for Particle Physics Discovery

Robustness of the Random Language Model

Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models

FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector

Efficacy of Language Model Self-Play in Non-Zero-Sum Games

Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis

Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model

Generative Visual Communication in the Era of Vision-Language Models

A test suite of prompt injection attacks for LLM-based machine translation

City Foundation Models for Learning General Purpose Representations from OpenStreetMap

TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models

$B^4$: A Black-Box Scrubbing Attack on LLM Watermarks

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers

Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model

Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization

Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models

Summarization-Based Document IDs for Generative Retrieval with Language Models

FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction

The Social Impact of Generative LLM-Based AI

Infectious Disease Forecasting in India using LLM's and Deep Learning

Notes on the Mathematical Structure of GPT LLM Architectures

Predicting the Performance of Foundation Models via Agreement-on-the-Line

LLM-Assisted Red Teaming of Diffusion Models through "Failures Are Fated, But Can Be Faded"

SeisLM: a Foundation Model for Seismic Waveforms

SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting

Interactive Design by Integrating a Large Pre-Trained Language Model and Building Information Modeling

Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing

White-box Multimodal Jailbreaks Against Large Vision-Language Models

A Primer on the Inner Workings of Transformer-based Language Models