语言大模型 / LLM

Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval

Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments Accepted by ACL Findings 2024

Leveraging GPT for the Generation of Multi-Platform Social Media Datasets for Research

Henry Tari, Danial Khan, Justus Rutten, Darian Othman, Rishabh Kaushal, Thales Bertaglia, Adriana Iamnitchi

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels

Yingying Jiang, Hanchao Jia, Xiaobing Wang, Peng Hao

专题命中 预训练与数据 ：LLM(abstract)；language model(abstract)

Comments 8 pages, 5 figures

MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval

Weitong Cai, Jiabo Huang, Shaogang Gong, Hailin Jin, Yang Liu

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments Under review

Open-Vocabulary Temporal Action Localization using Multimodal Guidance

Akshita Gupta, Aditya Arora, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Graham W. Taylor

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Nowcasting Earthquakes with QuakeGPT: Methods and First Results

John B. Rundle, Geoffrey Fox, Andrea Donnellan, Lisa Grant Ludwig

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments 25 Pages, 10 Figures

The Unreasonable Effectiveness of Easy Training Data for Hard Tasks

Peter Hase, Mohit Bansal, Peter Clark, Sarah Wiegreffe

专题命中 预训练与数据 ：language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ACL 2024. 23 pages, 20 figures

AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning

Duojun Huang, Xinyu Xiong, Jie Ma, Jichang Li, Zequn Jie, Lin Ma, Guanbin Li

专题命中 预训练与数据 ：foundation model(abstract)；prompting(abstract)

Comments CVPR2024

Programmable Motion Generation for Open-Set Motion Control Tasks

Hanchao Liu, Xiaohang Zhan, Shaoli Huang, Tai-Jiang Mu, Ying Shan

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments Accepted by CVPR 2024

In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness

Liam Collins, Advait Parulekar, Aryan Mokhtari, Sujay Sanghavi, Sanjay Shakkottai

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning

Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICML 2024

Federated Document Visual Question Answering: A Pilot Study

Khanh Nguyen, Dimosthenis Karatzas

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

Leveraging LLMs for Unsupervised Dense Retriever Ranking

Ekaterina Khramtsova, Shengyao Zhuang, Mahsa Baktashmotlagh, Guido Zuccon

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments SIGIR2024 full paper

Scaling Open-Vocabulary Object Detection

Matthias Minderer, Alexey Gritsenko, Neil Houlsby

专题命中 预训练与数据 ：language model(abstract)；pretraining(abstract)

Your Transformer is Secretly Linear

Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Nikolai Gerasimenko, Ivan Oseledets, Denis Dimitrov, Andrey Kuznetsov

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 9 pages, 9 figures

Copyright related risks in the creation and use of ML/AI systems

Daniel M. German

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023

Andrew Parry, Thomas Jaenich, Sean MacAvaney, Iadh Ounis

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments 5 pages, 5 figures, TREC Deep Learning 2023 Notebook

Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding

Le Zhang, Rabiul Awal, Aishwarya Agrawal

专题命中 预训练与数据 ：language model(abstract)；pretraining(abstract)

Comments CVPR 2024

MoDE: CLIP Data Experts via Clustering

Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-Wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-Tau Yih, Hu Xu

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments IEEE CVPR 2024 Camera Ready. Code Link: https://github.com/facebookresearch/MetaCLIP/tree/main/mode

IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach

Sergio Burdisso, Juan Zuluaga-Gomez, Esau Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlicek

专题命中 预训练与数据 ：language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments To be published in CASE@EMNLP 2022 (5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text)

Journal ref CASE @ EMNLP 2022

BERT-LSH: Reducing Absolute Compute For Attention

Zezheng Li, Kingston Yip

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 10 pages, 5 figures

LaSagnA: Language-based Segmentation Assistant for Complex Queries

Cong Wei, Haoxian Tan, Yujie Zhong, Yujiu Yang, Lin Ma

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update

Zhi Gao, Yuntao Du, Xintong Zhang, Xiaojian Ma, Wenjuan Han, Song-Chun Zhu, Qing Li

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments CVPR 2024

Diverse and Tailored Image Generation for Zero-shot Multi-label Classification

Kaixin Zhang, Zhixiang Yuan, Tao Huang

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Generative Software Engineering

Yuan Huang, Yinan Chen, Xiangping Chen, Junqi Chen, Rui Peng, Zhicao Tang, Jinbo Huang, Furen Xu, Zibin Zheng

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

VicTR: Video-conditioned Text Representations for Activity Recognition

Kumara Kahatapitiya, Anurag Arnab, Arsha Nagrani, Michael S. Ryoo

专题命中 预训练与数据 ：language model(abstract)；pretraining(abstract)

Comments To appear at CVPR 2024

Segment and Caption Anything

Xiaoke Huang, Jianfeng Wang, Yansong Tang, Zheng Zhang, Han Hu, Jiwen Lu, Lijuan Wang, Zicheng Liu

专题命中 预训练与数据 ：language model(abstract)；pretraining(abstract)

Comments The project page, along with the associated code, can be accessed via https://xk-huang.github.io/segment-caption-anything/; Update author information; Accepted by CVPR 24

SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation

Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol

专题命中 预训练与数据 ：language model(abstract)；prompting(abstract)

Comments Teaser Fixed

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning

Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)

Comments ICLR 2024; Code is available at https://github.com/AlaaLab/InstructCV