语言大模型 / LLM

Mapping News Narratives Using LLMs and Narrative-Structured Text Embeddings

Jan Elfes

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

Comments 19 pages, 13 figures, 4 tables

Detecting Buggy Contracts via Smart Testing

Sally Junsong Wang, Jianan Yao, Kexin Pei, Hidedaki Takahashi, Junfeng Yang

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

Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG)

Yearim Kim, Sangyu Han, Sangbum Han, Nojun Kwak

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

Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data

Spencer Whitehead, Jacob Phillips, Sean Hendryx

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

Genetic Approach to Mitigate Hallucination in Generative IR

Hrishikesh Kulkarni, Nazli Goharian, Ophir Frieder, Sean MacAvaney

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

Comments Gen-IR@SIGIR 2024

Journal ref The Second Workshop on Generative Information Retrieval at ACM SIGIR 2024

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp

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

HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning

Xingtong Yu, Yuan Fang, Zemin Liu, Xinming Zhang

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

Comments AAAI2024 main track

Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach

Jiwei Guan, Tianyu Ding, Longbing Cao, Lei Pan, Chen Wang, Xi Zheng

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

Density Matrices for Metaphor Understanding

Jay Owers, Ekaterina Shutova, Martha Lewis

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

Comments In Proceedings QPL 2024, arXiv:2408.05113

Journal ref EPTCS 406, 2024, pp. 197-215

BrewCLIP: A Bifurcated Representation Learning Framework for Audio-Visual Retrieval

Zhenyu Lu, Lakshay Sethi

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

C${^2}$RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval

Zhigang Chen, Benjia Zhou, Yiqing Huang, Jun Wan, Yibo Hu, Hailin Shi, Yanyan Liang, Zhen Lei, Du Zhang

专题命中 知识编辑与模型理解 ：pretraining(abstract)；分类 cs.CL

Mechanistic Design and Scaling of Hybrid Architectures

Michael Poli, Armin W Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli

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

Linguistic and Structural Basis of Engineering Design Knowledge

L. Siddharth, Jianxi Luo

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

Comments The data for this research is made available at Zenodo - https://zenodo.org/doi/10.5281/zenodo.13328257

Zero-Shot Object-Centric Representation Learning

Aniket Didolkar, Andrii Zadaianchuk, Anirudh Goyal, Mike Mozer, Yoshua Bengio, Georg Martius, Maximilian Seitzer

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

Semantics or spelling? Probing contextual word embeddings with orthographic noise

Jacob A. Matthews, John R. Starr, Marten van Schijndel

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

Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning

Zi-Yi Dou, Xitong Yang, Tushar Nagarajan, Huiyu Wang, Jing Huang, Nanyun Peng, Kris Kitani, Fu-Jen Chu

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

Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation

Riyansha Singh, Parinita Nema, Vinod K Kurmi

专题命中 知识编辑与模型理解 ：post-training(abstract)；分类 cs.LG

Comments INTERSPEECH 2024 accepted

Modelling Visual Semantics via Image Captioning to extract Enhanced Multi-Level Cross-Modal Semantic Incongruity Representation with Attention for Multimodal Sarcasm Detection

Sajal Aggarwal, Ananya Pandey, Dinesh Kumar Vishwakarma

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

Visual Grounding for Object-Level Generalization in Reinforcement Learning

Haobin Jiang, Zongqing Lu

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

Comments 35 pages, 14 figures, 17 tables

Locating and Editing Factual Associations in Mamba

Arnab Sen Sharma, David Atkinson, David Bau

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

Comments 18 pages, COLM-2024

SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series

Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim

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

Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like Spontaneous Representation

Xinhan Di, Zihao Chen, Yunming Liang, Junjie Zheng, Yihua Wang, Chaofan Ding

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

Comments 8 pages, 2 figures

Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning

Maurits Bleeker, Mariya Hendriksen, Andrew Yates, Maarten de Rijke

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

Comments 27 pages, accepted at TMLR

Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs

Vitor Fortes Rey, Lala Shakti Swarup Ray, Xia Qingxin, Kaishun Wu, Paul Lukowicz

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

Comments ISWC 2024

GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields

Yanjie Ze, Ge Yan, Yueh-Hua Wu, Annabella Macaluso, Yuying Ge, Jianglong Ye, Nicklas Hansen, Li Erran Li, Xiaolong Wang

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

Comments CoRL 2023 Oral. Website: https://yanjieze.com/GNFactor/

Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations

Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang

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

Comments Accepted by MICCAI 2024

When AI Defeats Password Deception! A Deep Learning Framework to Distinguish Passwords and Honeywords

Jimmy Dani, Brandon McCulloh, Nitesh Saxena

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

MaxMI: A Maximal Mutual Information Criterion for Manipulation Concept Discovery

Pei Zhou, Yanchao Yang

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

CAD-Prompted Generative Models: A Pathway to Feasible and Novel Engineering Designs

Leah Chong, Jude Rayan, Steven Dow, Ioanna Lykourentzou, Faez Ahmed

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

Comments 11 pages, 3 figures, 4 tables

$\textit{GeoHard}$: Towards Measuring Class-wise Hardness through Modelling Class Semantics

Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl

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

Comments Findings of ACL 2024