语言大模型 / LLM - arXivDaily 专题

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

2407.19325 2024-10-08 cs.CL 79%

Investigating Critical Period Effects in Language Acquisition through Neural Language Models

Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell, Alex Warstadt

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

Comments Published in TACL

2405.20042 2024-10-08 cs.LG 79%

CycleFormer : TSP Solver Based on Language Modeling

Jieun Yook, Junpyo Seo, Joon Huh, Han Joon Byun, Byung-ro Moon

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

Comments The paper's content (experiments) is insufficient

2410.03447 2024-10-07 cs.CL 79%

How Language Models Prioritize Contextual Grammatical Cues?

Hamidreza Amirzadeh, Afra Alishahi, Hosein Mohebbi

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

Comments Accepted to BlackboxNLP 2024

2406.12354 2024-10-04 cs.CL 79%

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Minseok Choi, Kyunghyun Min, Jaegul Choo

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

Comments EMNLP 2024 Findings

2212.00596 2024-10-04 cs.CL q-bio.NC 79%

Language models and brains align due to more than next-word prediction and word-level information

Gabriele Merlin, Mariya Toneva

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

Comments Accepted to EMNLP 2024

2406.10851 2024-10-01 cs.CL 79%

Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

Byung-Doh Oh, William Schuler

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

Comments EMNLP 2024

2409.17519 2024-09-27 cs.RO cs.AI cs.CV 79%

Robotic Environmental State Recognition with Pre-Trained Vision-Language Models 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 Advanced Robotics, website - https://haraduka.github.io/vlm-bbo/

2409.14107 2024-09-24 cs.CL 79%

Routing in Sparsely-gated Language Models responds to Context

Stefan Arnold, Marian Fietta, Dilara Yesilbas

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

2409.07841 2024-09-18 cs.SD cs.LG eess.AS 79%

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models

Beilong Tang, Bang Zeng, Ming Li

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

Comments Submitted to ICASSP 2025

2406.04847 2024-09-18 cs.CL 79%

Do Language Models Exhibit Human-like Structural Priming Effects?

Jaap Jumelet, Willem Zuidema, Arabella Sinclair

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

Comments ACL Findings 2024

2212.04037 2024-09-16 cs.CL 79%

Demystifying Prompts in Language Models via Perplexity Estimation

Hila Gonen, Srini Iyer, Terra Blevins, Noah A. Smith, Luke Zettlemoyer

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

Comments Published in Findings of EMNLP 2023

2409.07353 2024-09-12 cs.CV cs.AI 79%

Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks

Md Zarif Hossain, Ahmed Imteaj

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

2408.16224 2024-09-02 cs.CV cs.AI 79%

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models

Jingyi Wang, Jianzhong Ju, Jian Luan, Zhidong Deng

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

2408.11380 2024-08-22 cs.RO cs.AI cs.SY eess.SY 79%

Reflex-Based Open-Vocabulary Navigation without Prior Knowledge Using Omnidirectional Camera and Multiple Vision-Language Models

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

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

Comments Accepted at Advanced Robotics, website - https://haraduka.github.io/omnidirectional-vlm/

1. 其他LLM 12193 篇

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

Investigating Critical Period Effects in Language Acquisition through Neural Language Models

CycleFormer : TSP Solver Based on Language Modeling

How Language Models Prioritize Contextual Grammatical Cues?

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Language models and brains align due to more than next-word prediction and word-level information

Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization

Routing in Sparsely-gated Language Models responds to Context

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models

Do Language Models Exhibit Human-like Structural Priming Effects?

Demystifying Prompts in Language Models via Perplexity Estimation

Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models

Reflex-Based Open-Vocabulary Navigation without Prior Knowledge Using Omnidirectional Camera and Multiple Vision-Language Models