语言大模型 / LLM - arXivDaily 专题

2410.18225 2024-10-25 cs.CL 79%

Generalizations across filler-gap dependencies in neural language models

Katherine Howitt, Sathvik Nair, Allison Dods, Robert Melvin Hopkins

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments accepted at CoNLL 2024

2410.15881 2024-10-22 cs.CV cs.AI 79%

MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images

Pablo Meseguer, Rocío del Amor, Valery Naranjo

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.AI

Comments Manuscript accepted for oral presentation at KES-InnovationInMedicine 2024 held on Madeira, Portugal

2410.12011 2024-10-17 cs.CL 79%

Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models

Kushal Tatariya, Vladimir Araujo, Thomas Bauwens, Miryam de Lhoneux

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments 9 pages, Accepted to EMNLP 2025 Main

2410.07530 2024-10-11 cs.SD cs.AI eess.AS 79%

Audio Explanation Synthesis with Generative Foundation Models

Alican Akman, Qiyang Sun, Björn W. Schuller

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.AI

2410.06672 2024-10-11 cs.CL 79%

Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures

Junxuan Wang, Xuyang Ge, Wentao Shu, Qiong Tang, Yunhua Zhou, Zhengfu He, Xipeng Qiu

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments 22 pages, 13 figures

2406.10900 2024-10-10 cs.CV cs.CL 79%

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models

Xiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu, Xijun Wang, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan Lee Boyd-Graber, Tianyi Zhou, Dinesh Manocha

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2410.02284 2024-10-04 cs.CL 79%

Correlation and Navigation in the Vocabulary Key Representation Space of Language Models

Letian Peng, Chenyang An, Jingbo Shang

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2407.08448 2024-10-01 cs.AI cs.CV 79%

Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series

Iris Dumeur, Silvia Valero, Jordi Inglada

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.AI

2409.16658 2024-09-26 cs.CL 79%

Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts

Taehun Cha, Donghun Lee

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments 10 pages, EMNLP 2024 Findings

2409.16494 2024-09-26 cs.CV cs.CL 79%

A Unified Hallucination Mitigation Framework for Large Vision-Language Models

Yue Chang, Liqiang Jing, Xiaopeng Zhang, Yue Zhang

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments Accepted by TMLR

2409.14131 2024-09-24 eess.AS cs.LG cs.SD 79%

Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models

Orchid Chetia Phukan, Sarthak Jain, Swarup Ranjan Behera, Arun Balaji Buduru, Rajesh Sharma, S. R Mahadeva Prasanna

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.LG

Comments Submitted to ICASSP 2025

2406.18977 2024-09-13 cs.RO cs.CL cs.CV 79%

RoboUniView: Visual-Language Model with Unified View Representation for Robotic Manipulation

Fanfan Liu, Feng Yan, Liming Zheng, Chengjian Feng, Yiyang Huang, Lin Ma

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2409.05697 2024-09-10 cs.CV cs.LG 79%

Segmentation by Factorization: Unsupervised Semantic Segmentation for Pathology by Factorizing Foundation Model Features

Jacob Gildenblat, Ofir Hadar

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.LG

2409.04808 2024-09-10 cs.AI 79%

HULLMI: Human vs LLM identification with explainability

Prathamesh Dinesh Joshi, Sahil Pocker, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat

专题命中知识编辑与模型理解：LLM(title,abstract)；分类 cs.AI

Comments 17 pages, 8 figures

2408.10120 2024-08-20 cs.AI 79%

Geometry Informed Tokenization of Molecules for Language Model Generation

Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.AI

2406.02158 2024-08-12 cs.CV cs.LG 79%

Radar Spectra-Language Model for Automotive Scene Parsing

Mariia Pushkareva, Yuri Feldman, Csaba Domokos, Kilian Rambach, Dotan Di Castro

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.LG

2408.03070 2024-08-07 cs.CL 79%

Probing structural constraints of negation in Pretrained Language Models

David Kletz, Marie Candito, Pascal Amsili

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Journal ref 24th Nordic Conference on Computational Linguistics (NoDaLiDa), Northern European Association for Language Technology (NEALT), May 2023, T{ó}rshavn, Faroe Islands. pp.541-554

2406.19884 2024-08-01 cs.CL q-bio.NC 79%

Investigating the Timescales of Language Processing with EEG and Language Models

Davide Turco, Conor Houghton

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments Accepted at the 2024 Conference on Cognitive Computational Neuroscience (CCN 2024)

2407.20596 2024-07-31 eess.IV cs.CV cs.LG 79%

Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images

Mayur Mallya, Ali Khajegili Mirabadi, Hossein Farahani, Ali Bashashati

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.LG

2404.07622 2024-07-24 cs.CV cs.CL 79%

Language Models Meet Anomaly Detection for Better Interpretability and Generalizability

Jun Li, Su Hwan Kim, Philip Müller, Lina Felsner, Daniel Rueckert, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments 13 pages, 7 figures. 5th International Workshop on Multiscale Multimodal Medical Imaging (MMMI 2024)

2403.09037 2024-07-18 cs.CV cs.CL 79%

The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments ECCV 2024. Project page: https://github.com/Qinyu-Allen-Zhao/LVLM-LP

2407.02333 2024-07-03 cs.CL cs.CV 79%

Why do LLaVA Vision-Language Models Reply to Images in English?

Musashi Hinck, Carolin Holtermann, Matthew Lyle Olson, Florian Schneider, Sungduk Yu, Anahita Bhiwandiwalla, Anne Lauscher, Shaoyen Tseng, Vasudev Lal

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments Pre-print

2406.16942 2024-06-26 eess.IV cs.AI cs.CV 79%

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images

Yuanyuan Peng, Aidi Lin, Meng Wang, Tian Lin, Ke Zou, Yinglin Cheng, Tingkun Shi, Xulong Liao, Lixia Feng, Zhen Liang, Xinjian Chen, Huazhu Fu, Haoyu Chen

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.AI

Comments All codes are available at https://github.com/yuanyuanpeng0129/FMUE

2406.14492 2024-06-21 cs.CV cs.CL 79%

Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?

Gregor Geigle, Radu Timofte, Goran Glavaš

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2406.10902 2024-06-18 cs.CV cs.CL 79%

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models

Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2406.10130 2024-06-17 cs.CL 79%

The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Pre-trained Language Models

Yan Liu, Yu Liu, Xiaokang Chen, Pin-Yu Chen, Daoguang Zan, Min-Yen Kan, Tsung-Yi Ho

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2311.08089 2024-06-13 cs.CL 79%

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment

Chong Li, Shaonan Wang, Jiajun Zhang, Chengqing Zong

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments NAACL 2024; Our code is available at https://github.com/chongli17/CrossLingualAlignment

2404.15004 2024-06-07 cs.CL 79%

TAXI: Evaluating Categorical Knowledge Editing for Language Models

Derek Powell, Walter Gerych, Thomas Hartvigsen

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

Comments Accepted to ACL 2024 (Findings)

2406.02335 2024-06-05 cs.CL 79%

Probing the Category of Verbal Aspect in Transformer Language Models

Anisia Katinskaia, Roman Yangarber

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL

2405.11867 2024-05-21 cs.CV cs.LG cs.RO 79%

Depth Prompting for Sensor-Agnostic Depth Estimation

Jin-Hwi Park, Chanhwi Jeong, Junoh Lee, Hae-Gon Jeon

专题命中知识编辑与模型理解：prompting(title)；foundation model(abstract)；分类 cs.LG

Comments Accepted at CVPR 2024

1. 知识编辑与模型理解 7596 篇

Generalizations across filler-gap dependencies in neural language models

MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images

Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models

Audio Explanation Synthesis with Generative Foundation Models

Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models

Correlation and Navigation in the Vocabulary Key Representation Space of Language Models

Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series

Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts

A Unified Hallucination Mitigation Framework for Large Vision-Language Models

Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models

RoboUniView: Visual-Language Model with Unified View Representation for Robotic Manipulation

Segmentation by Factorization: Unsupervised Semantic Segmentation for Pathology by Factorizing Foundation Model Features

HULLMI: Human vs LLM identification with explainability

Geometry Informed Tokenization of Molecules for Language Model Generation

Radar Spectra-Language Model for Automotive Scene Parsing

Probing structural constraints of negation in Pretrained Language Models

Investigating the Timescales of Language Processing with EEG and Language Models

Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images

Language Models Meet Anomaly Detection for Better Interpretability and Generalizability

The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Why do LLaVA Vision-Language Models Reply to Images in English?

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images

Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models

The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Pre-trained Language Models

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment

TAXI: Evaluating Categorical Knowledge Editing for Language Models

Probing the Category of Verbal Aspect in Transformer Language Models

Depth Prompting for Sensor-Agnostic Depth Estimation