语言大模型 / LLM

Latent Guard: a Safety Framework for Text-to-image Generation

Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments This paper has been accepted to ECCV 2024

Transformers and Cortical Waves: Encoders for Pulling In Context Across Time

Lyle Muller, Patricia S. Churchland, Terrence J. Sejnowski

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 27 pages, 5 figures

A Quantum-Inspired Analysis of Human Disambiguation Processes

Daphne Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments PhD thesis

Document-Level Event Extraction with Definition-Driven ICL

Zhuoyuan Liu, Yilin Luo

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LLMs are Not Just Next Token Predictors

Stephen M. Downes, Patrick Forber, Alex Grzankowski

专题命中 其他LLM ：LLM(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning

Min Jae Jung, JooHee Kim

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained LLMs

Aaron Zolnai-Lucas, Jack Boylan, Chris Hokamp, Parsa Ghaffari

专题命中 其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Generative AI Systems: A Systems-based Perspective on Generative AI

Jakub M. Tomczak

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

BiasScanner: Automatic Detection and Classification of News Bias to Strengthen Democracy

Tim Menzner, Jochen L. Leidner

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 10 pages, 3 figures, 1 table

Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses

Teng Ye, Jingnan Zheng, Junhui Jin, Jingyi Qiu, Wei Ai, Qiaozhu Mei

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner

Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by ACL 2024 MAIN

Towards Semantically Enriched Embeddings for Knowledge Graph Completion

Mehwish Alam, Frank van Harmelen, Maribel Acosta

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI

Yuval Schwartz, Lavi Benshimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts

Chunlan Ma, Yihong Liu, Haotian Ye, Hinrich Schütze

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Can LLMs Generate Visualizations with Dataless Prompts?

Darius Coelho, Harshit Barot, Naitik Rathod, Klaus Mueller

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LLMs Are Few-Shot In-Context Low-Resource Language Learners

Samuel Cahyawijaya, Holy Lovenia, Pascale Fung

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Aaron Lou, Chenlin Meng, Stefano Ermon

专题命中 其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Comments ICML 2024 Oral. Code at https://github.com/louaaron/Score-Entropy-Discrete-Diffusion

FastGAS: Fast Graph-based Annotation Selection for In-Context Learning

Zihan Chen, Song Wang, Cong Shen, Jundong Li

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

Brian Thompson, Mehak Preet Dhaliwal, Peter Frisch, Tobias Domhan, Marcello Federico

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted at ACL Findings 2024

Cryptocurrency Frauds for Dummies: How ChatGPT introduces us to fraud?

Wail Zellagui, Abdessamad Imine, Yamina Tadjeddine

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments To be published in ACM journal "Digital Government: Research and Practice"

The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative

Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Yu Kong, Tianlong Chen, Huan Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted to workshop on ReGenAI@CVPR 2024

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector

Haihui Yang, Xiaojun Quan

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to Findings of ACL 2024

Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization

Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to Findings of ACL 2024

Position: Stop Making Unscientific AGI Performance Claims

Patrick Altmeyer, Andrew M. Demetriou, Antony Bartlett, Cynthia C. S. Liem

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 21 pages, 15 figures. Pre-print to be published at International Conference on Machine Learning (ICML) 2024

Contextual Position Encoding: Learning to Count What's Important

Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Language Generation with Strictly Proper Scoring Rules

Chenze Shao, Fandong Meng, Yijin Liu, Jie Zhou

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments ICML 2024

Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials

Ye Fang, Zeyi Sun, Tong Wu, Jiaqi Wang, Ziwei Liu, Gordon Wetzstein, Dahua Lin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Project Page: https://sunzey.github.io/Make-it-Real/

Compositional Text-to-Image Generation with Dense Blob Representations

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments ICML 2024

Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPT

Takao Fujii, Katie Seaborn, Madeleine Steeds

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Honorable Mention award (top 5%) at CHI '24

Journal ref CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems (2024), Article No. 511, 1-14

PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers

Yoonjoo Lee, Hyeonsu B. Kang, Matt Latzke, Juho Kim, Jonathan Bragg, Joseph Chee Chang, Pao Siangliulue

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to CHI 2024