语言大模型 / LLM

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

Zhikai Chen, Haitao Mao, Hang Li, Wei Jin, Hongzhi Wen, Xiaochi Wei, Shuaiqiang Wang, Dawei Yin, Wenqi Fan, Hui Liu, Jiliang Tang

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

Comments To be appear on SIGKDD Explorations

Large Language Models for Social Networks: Applications, Challenges, and Solutions

Jingying Zeng, Richard Huang, Waleed Malik, Langxuan Yin, Bojan Babic, Danny Shacham, Xiao Yan, Jaewon Yang, Qi He

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

Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models

Yang Lu, Jordan Yu, Shou-Hsuan Stephen Huang

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

PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models

Hongwei Yao, Jian Lou, Zhan Qin

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

Comments To Appear in IEEE ICASSP 2024, code is available at: https://github.com/grasses/PoisonPrompt

Enhancing Genetic Improvement Mutations Using Large Language Models

Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania

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

Comments Accepted for publication at the Symposium on Search-Based Software Engineering (SSBSE) 2023

Journal ref Arcaini, P., Yue, T., Fredericks, E.M. (eds) Search-Based Software Engineering. SSBSE 2023. Lecture Notes in Computer Science, vol 14415. Springer, Cham

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang, Xianhui Lin, Xiaoyang Kang, Zengke Jin, Yusen Hu, Bin Luo, Yifeng Geng, Xuansong Xie, Jingren Zhou

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

Comments Accepted by EMNLP 2023, 10 pages, 11 figures, 1 table, the system is at https://www.modelscope.cn/studios/WordArt/WordArt

Three Bricks to Consolidate Watermarks for Large Language Models

Pierre Fernandez, Antoine Chaffin, Karim Tit, Vivien Chappelier, Teddy Furon

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

Comments Published at WIFS 2023. Code at https://github.com/facebookresearch/three_bricks - webpage at https://pierrefdz.github.io/publications/threebricks/

Event knowledge in large language models: the gap between the impossible and the unlikely

Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan Selena She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci

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

Comments The two lead authors have contributed equally to this work

Multilingual Large Language Models Are Not (Yet) Code-Switchers

Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, Genta Indra Winata, Alham Fikri Aji

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

Comments Accepted at EMNLP 2023

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges

Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady

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

Comments 9 pages paper, 2 pages references, 7 figures

Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim

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

Comments CoRL 2023 (Oral); 24 pages, 11 figures

Privacy-Preserving In-Context Learning for Large Language Models

Tong Wu, Ashwinee Panda, Jiachen T. Wang, Prateek Mittal

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

Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

R. Thomas McCoy, Shunyu Yao, Dan Friedman, Matthew Hardy, Thomas L. Griffiths

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

Comments 50 pages plus 11 page of references and 23 pages of appendices

Fine-grained Affective Processing Capabilities Emerging from Large Language Models

Joost Broekens, Bernhard Hilpert, Suzan Verberne, Kim Baraka, Patrick Gebhard, Aske Plaat

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

Unveiling Theory of Mind in Large Language Models: A Parallel to Single Neurons in the Human Brain

Mohsen Jamali, Ziv M. Williams, Jing Cai

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

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases

Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang

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

Comments 21 pages, 10 figures

Neural Authorship Attribution: Stylometric Analysis on Large Language Models

Tharindu Kumarage, Huan Liu

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

Utilizing Large Language Models for Natural Interface to Pharmacology Databases

Hong Lu, Chuan Li, Yinheng Li, Jie Zhao

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

Comments BIOKDD 2023 abstract track

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models

Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo

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

Large language models and (non-)linguistic recursion

Maksymilian Dąbkowski, Gašper Beguš

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

Measuring and Modifying Factual Knowledge in Large Language Models

Pouya Pezeshkpour

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

Joint Repetition Suppression and Content Moderation of Large Language Models

Minghui Zhang, Alex Sokolov, Weixin Cai, Si-Qing Chen

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

Baselines for Identifying Watermarked Large Language Models

Leonard Tang, Gavin Uberti, Tom Shlomi

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

Do Large Language Models Show Decision Heuristics Similar to Humans? A Case Study Using GPT-3.5

Gaurav Suri, Lily R. Slater, Ali Ziaee, Morgan Nguyen

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

A Simple Explanation for the Phase Transition in Large Language Models with List Decoding

Cheng-Shang Chang

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

Comments 5 pages, 1 figure

Large Language Models and Simple, Stupid Bugs

Kevin Jesse, Toufique Ahmed, Premkumar T. Devanbu, Emily Morgan

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

Comments Accepted at International Conference on Mining Software Repositories (MSR-2023)

Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)

Daking Rai, Yilun Zhou, Bailin Wang, Ziyu Yao

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

Comments 2 pages, 5 figures, to be published in AAAI-23 Student Abstract and Poster Program

Using Large Language Models to Generate Engaging Captions for Data Visualizations

Ashley Liew, Klaus Mueller

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

Attention Prompting on Image for Large Vision-Language Models

Runpeng Yu, Weihao Yu, Xinchao Wang

专题命中 其他LLM ：prompting(title,abstract)；language model(title,abstract)；large language model(abstract)；分类 cs.AI

Comments Website, see https://yu-rp.github.io/api-prompting

LLM-Assisted LDPC Decoding via Syndrome-Verified Semantic Priors

基于伴随式验证语义先验的大语言模型辅助低密度奇偶校验（LDPC）译码

Sojeong Park, Hyeonsu Lyu, Jaehyun Choi, Hyun Jong Yang

专题命中 其他LLM ：LLM(title,summary_cn)；large language model(abstract)；language model(abstract)

AI总结 该研究提出LLM辅助LDPC译码框架，通过伴随式验证语义先验减少误码率，在2.0 dB时误码率降低73%，且注入精度保持在0.88以上，提升了物理层可靠性。