语言大模型 / LLM

Learning Interpretable Style Embeddings via Prompting LLMs

Ajay Patel, Delip Rao, Ansh Kothary, Kathleen McKeown, Chris Callison-Burch

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

Foundation Models Meet Visualizations: Challenges and Opportunities

Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu

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

Comments Submitted to Computational Visual Media

Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples

Phillip Howard, Avinash Madasu, Tiep Le, Gustavo Lujan Moreno, Vasudev Lal

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

Perceptual Grouping in Contrastive Vision-Language Models

Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens

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

Comments Accepted and presented at ICCV 2023

Knowledge-aware Collaborative Filtering with Pre-trained Language Model for Personalized Review-based Rating Prediction

Quanxiu Wang, Xinlei Cao, Jianyong Wang, Wei Zhang

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

Comments 13 pages, accepted by IEEE TKDE

Cross-Modal Concept Learning and Inference for Vision-Language Models

Yi Zhang, Ce Zhang, Yushun Tang, Zhihai He

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

AudioLM: a Language Modeling Approach to Audio Generation

Zalán Borsos, Raphaël Marinier, Damien Vincent, Eugene Kharitonov, Olivier Pietquin, Matt Sharifi, Dominik Roblek, Olivier Teboul, David Grangier, Marco Tagliasacchi, Neil Zeghidour

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

ViP: A Differentially Private Foundation Model for Computer Vision

Yaodong Yu, Maziar Sanjabi, Yi Ma, Kamalika Chaudhuri, Chuan Guo

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

Comments Code: https://github.com/facebookresearch/ViP-MAE. V2 adds a GitHub link to the code

Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling

Fanyu Wang, Zhenping Xie

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

Comments Accepted at ACL 2023, Findings

Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models

Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna

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

Comments ICML 2023

FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue

Weihao Zeng, Keqing He, Yejie Wang, Chen Zeng, Jingang Wang, Yunsen Xian, Weiran Xu

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

Comments ACL 2023 Main Conference

PauseSpeech: Natural Speech Synthesis via Pre-trained Language Model and Pause-based Prosody Modeling

Ji-Sang Hwang, Sang-Hoon Lee, Seong-Whan Lee

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

Comments 13 pages, 4 figures, 3 tables, under reivew

DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models

Amr Keleg, Walid Magdy

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 2023 (Findings)

CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models

Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He

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

Comments Accepted to UAI 2023

Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers

Jiaxi Li, Wei Lu

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

Comments Accepted by ACL 2023

Representation Of Lexical Stylistic Features In Language Models' Embedding Space

Qing Lyu, Marianna Apidianaki, Chris Callison-Burch

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

Comments Accepted at *SEM 2023

Backpack Language Models

John Hewitt, John Thickstun, Christopher D. Manning, Percy Liang

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

Comments ACL 2023 Camera-Ready

SELFormer: Molecular Representation Learning via SELFIES Language Models

Atakan Yüksel, Erva Ulusoy, Atabey Ünlü, Tunca Doğan

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

Comments 22 pages, 4 figures, 8 tables

Towards Foundation Models for Relational Databases [Vision Paper]

Liane Vogel, Benjamin Hilprecht, Carsten Binnig

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

Comments Accepted at the Tabular Representation Learning Workshop at NeurIPS 2022 (TRL@NeurIPS2022)

How Language Model Hallucinations Can Snowball

Muru Zhang, Ofir Press, William Merrill, Alisa Liu, Noah A. Smith

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

Probing the Role of Positional Information in Vision-Language Models

Philipp J. Rösch, Jindřich Libovický

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

Comments Findings of the Association for Computational Linguistics: NAACL 2022, pages 1031-1041, Seattle, United States. Association for Computational Linguistics

Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning

Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyung-Min Kim, Jung-Woo Ha, Sang-Woo Lee

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

Comments ACL 2023 main conference

Explaining Language Models' Predictions with High-Impact Concepts

Ruochen Zhao, Shafiq Joty, Yongjie Wang, Tan Wang

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

Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification

Yue Yang, Artemis Panagopoulou, Shenghao Zhou, Daniel Jin, Chris Callison-Burch, Mark Yatskar

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

Comments Published in CVPR 2023, 18 pages, 12 figures, 16 tables

Counteracts: Testing Stereotypical Representation in Pre-trained Language Models

Damin Zhang, Julia Rayz, Romila Pradhan

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

Comments WIP; to be submitted

$P^{3}O$: Transferring Visual Representations for Reinforcement Learning via Prompting

Guoliang You, Xiaomeng Chu, Yifan Duan, Jie Peng, Jianmin Ji, Yu Zhang, Yanyong Zhang

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

Comments This paper has been accepted to be presented at the upcoming IEEE International Conference on Multimedia & Expo (ICME) in 2023

Scaling Vision-Language Models with Sparse Mixture of Experts

Sheng Shen, Zhewei Yao, Chunyuan Li, Trevor Darrell, Kurt Keutzer, Yuxiong He

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

Comments Preprint

Binding Language Models in Symbolic Languages

Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

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

Comments ICLR 2023 camera ready, 27 pages, 10 figures

Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views

Katerina Margatina, Shuai Wang, Yogarshi Vyas, Neha Anna John, Yassine Benajiba, Miguel Ballesteros

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

Comments To appear at EACL 2023. Our code will be available at https://github.com/amazon-science/temporal-robustness

Construction Grammar Provides Unique Insight into Neural Language Models

Leonie Weissweiler, Taiqi He, Naoki Otani, David R. Mortensen, Lori Levin, Hinrich Schütze

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

Comments GURT 2023