语言大模型 / LLM

Improving Alignment and Robustness with Circuit Breakers

Andy Zou, Long Phan, Justin Wang, Derek Duenas, Maxwell Lin, Maksym Andriushchenko, Rowan Wang, Zico Kolter, Matt Fredrikson, Dan Hendrycks

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

Comments Code and models are available at https://github.com/GraySwanAI/circuit-breakers

LVLM-empowered Multi-modal Representation Learning for Visual Place Recognition

Teng Wang, Lingquan Meng, Lei Cheng, Changyin Sun

专题命中 知识编辑与模型理解 ：language model(abstract)；foundation model(abstract)

Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification

Honori Udo, Takafumi Koshinaka

专题命中 知识编辑与模型理解 ：language model(abstract)；foundation model(abstract)

Comments Accepted at IEEE ICIP 2024. arXiv admin note: substantial text overlap with arXiv:2305.02932

From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment

Yusuke Hirota, Ryo Hachiuma, Chao-Han Huck Yang, Yuta Nakashima

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Hallucination Mitigation Prompts Long-term Video Understanding

Yiwei Sun, Zhihang Liu, Chuanbin Liu, Bowei Pu, Zhihan Zhang, Hongtao Xie

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting

Xiaoyu Zhou, Xingjian Ran, Yajiao Xiong, Jinlin He, Zhiwei Lin, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Do Androids Know They're Only Dreaming of Electric Sheep?

Sky CH-Wang, Benjamin Van Durme, Jason Eisner, Chris Kedzie

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

Comments ACL 2024 (Findings) Camera-Ready

Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation

Simon A. Lee, Trevor Brokowski, Jeffrey N. Chiang

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

Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control

Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner

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

Bridging Intelligence and Instinct: A New Control Paradigm for Autonomous Robots

Shimian Zhang, Qiuhong Lu

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Towards Verifiable Text Generation with Symbolic References

Lucas Torroba Hennigen, Shannon Shen, Aniruddha Nrusimha, Bernhard Gapp, David Sontag, Yoon Kim

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

Comments 57 pages, 8 figures, 8 tables

Does Transformer Interpretability Transfer to RNNs?

Gonçalo Paulo, Thomas Marshall, Nora Belrose

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

OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition

Jianqiang Wan, Sibo Song, Wenwen Yu, Yuliang Liu, Wenqing Cheng, Fei Huang, Xiang Bai, Cong Yao, Zhibo Yang

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments CVPR 2024

SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection

Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments Accepted by ISSTA 2024

Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space

Fred Philippy, Siwen Guo, Shohreh Haddadan

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

Comments SIGTYP Workshop 2023 (co-located with EACL 2023)

Is open source software culture enough to make AI a common ?

Robin Quillivic, Salma Mesmoudi

专题命中 知识编辑与模型理解 ：LLM(abstract)；language model(abstract)

Comments in French language. JSR'23: Rochebrune Scientific Days 2023

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning

Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai

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

Comments Accepted at the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings) 2024. [https://openreview.net/forum?id=9dEAg4lJEA]

Evaluating the Explainability of Neural Rankers

Saran Pandian, Debasis Ganguly, Sean MacAvaney

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

A Truly Joint Neural Architecture for Segmentation and Parsing

Danit Yshaayahu Levi, Reut Tsarfaty

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

AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation

Yasheng Sun, Wenqing Chu, Hang Zhou, Kaisiyuan Wang, Hideki Koike

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction

Yiren Jian, Tingkai Liu, Yunzhe Tao, Chunhui Zhang, Soroush Vosoughi, Hongxia Yang

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

Dennis Ulmer, Chrysoula Zerva, André F. T. Martins

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

PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition

Hao Tan, Zichang Tan, Jun Li, Jun Wan, Zhen Lei

专题命中 知识编辑与模型理解 ：language model(abstract)；prompting(abstract)

Comments 15 pages, 8 figures

The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification

Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments Accepted by NeurIPS 2023

Towards Code Watermarking with Dual-Channel Transformations

Borui Yang, Wei Li, Liyao Xiang, Bo Li

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments 16 pages, accepted by IEEE S&P 2024

Towards Enhanced Human Activity Recognition through Natural Language Generation and Pose Estimation

Nikhil Kashyap, Manas Satish Bedmutha, Prerit Chaudhary, Brian Wood, Wanda Pratt, Janice Sabin, Andrea Hartzler, Nadir Weibel

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments Presented at the Symposium on Generative AI for Pervasive Computing (GenAI4PC) held at UbiComp/ISWC 2023

FIND: A Function Description Benchmark for Evaluating Interpretability Methods

Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba

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

Comments 28 pages, 10 figures

Journal ref NeurIPS 2023

Instance-Level Semantic Maps for Vision Language Navigation

Laksh Nanwani, Anmol Agarwal, Kanishk Jain, Raghav Prabhakar, Aaron Monis, Aditya Mathur, Krishna Murthy, Abdul Hafez, Vineet Gandhi, K. Madhava Krishna

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Journal ref IEEE RO-MAN 2023

Taxonomy, Semantic Data Schema, and Schema Alignment for Open Data in Urban Building Energy Modeling

Liang Zhang, Jianli Chen, Jia Zou

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Improved Beam Search for Hallucination Mitigation in Abstractive Summarization

Arvind Krishna Sridhar, Erik Visser

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

Comments 8 pages, 2 figures