语言大模型 / LLM - arXivDaily 专题

2412.09661 2024-12-16 q-bio.QM cs.AI 79%

Language model driven: a PROTAC generation pipeline with dual constraints of structure and property

Jinsong Shao, Qineng Gong, Zeyu Yin, Yu Chen, Yajie Hao, Lei Zhang, Linlin Jiang, Min Yao, Jinlong Li, Fubo Wang, Li Wang

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

Comments 61 pages,12 figures

2411.06090 2024-12-12 cs.LG 79%

Concept Bottleneck Language Models For protein design

Aya Abdelsalam Ismail, Tuomas Oikarinen, Amy Wang, Julius Adebayo, Samuel Stanton, Taylor Joren, Joseph Kleinhenz, Allen Goodman, Héctor Corrada Bravo, Kyunghyun Cho, Nathan C. Frey

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

2412.05155 2024-12-09 cs.CL 79%

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies

Recep Firat Cekinel, Pinar Karagoz, Cagri Coltekin

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

Comments Accepted to COLING2025

2411.17767 2024-11-28 cs.CV cs.LG 79%

Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models

Peng Cui, Guande He, Dan Zhang, Zhijie Deng, Yinpeng Dong, Jun Zhu

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

2411.16433 2024-11-26 cs.CL 79%

Finding Structure in Language Models

Jaap Jumelet

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

Comments PhD Thesis at ILLC, University of Amsterdam

2411.16236 2024-11-26 cs.CL cs.CV 79%

DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings

Hong Liu, Yitong Lu

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

Comments 18 pages, 6 figures, 2 tables

2411.15268 2024-11-26 cs.CV cs.CL 79%

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models

Junzhe Chen, Tianshu Zhang, Shiyu Huang, Yuwei Niu, Linfeng Zhang, Lijie Wen, Xuming Hu

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

2406.13230 2024-11-13 cs.CL 79%

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding

Xin Liu, Farima Fatahi Bayat, Lu Wang

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

Comments EMNLP 2024 Camera Ready

2406.12095 2024-11-01 cs.CV cs.AI cs.RO 79%

DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features

Letian Wang, Seung Wook Kim, Jiawei Yang, Cunjun Yu, Boris Ivanovic, Steven L. Waslander, Yue Wang, Sanja Fidler, Marco Pavone, Peter Karkus

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

Comments Accepted by Advances in Neural Information Processing Systems (NeurIPS 2024)

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

1. 知识编辑与模型理解 7552 篇

Language model driven: a PROTAC generation pipeline with dual constraints of structure and property

Concept Bottleneck Language Models For protein design

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies

Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models

Finding Structure in Language Models

DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding

DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features

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?