语言大模型 / LLM

Persuasion Games using Large Language Models

Ganesh Prasath Ramani, Shirish Karande, Santhosh V, Yash Bhatia

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

ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction

Yupeng Cao, Zhi Chen, Qingyun Pei, Nathan Jinseok Lee, K. P. Subbalakshmi, Papa Momar Ndiaye

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 9 pages, 1 figures, 2 tables

Architectural Foundations for the Large Language Model Infrastructures

Hongyin Zhu

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

Development of an AI Anti-Bullying System Using Large Language Model Key Topic Detection

Matthew Tassava, Cameron Kolodjski, Jordan Milbrath, Adorah Bishop, Nathan Flanders, Robbie Fetsch, Danielle Hanson, Jeremy Straub

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

Impacts of Anthropomorphizing Large Language Models in Learning Environments

Kristina Schaaff, Marc-André Heidelmann

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 Presented at Affective Computing Pre-Conference at ISRE 2024

An Application of Large Language Models to Coding Negotiation Transcripts

Ray Friedman, Jaewoo Cho, Jeanne Brett, Xuhui Zhan, Ningyu Han, Sriram Kannan, Yingxiang Ma, Jesse Spencer-Smith, Elisabeth Jäckel, Alfred Zerres, Madison Hooper, Katie Babbit, Manish Acharya, Wendi Adair, Soroush Aslani, Tayfun Aykaç, Chris Bauman, Rebecca Bennett, Garrett Brady, Peggy Briggs, Cheryl Dowie, Chase Eck, Igmar Geiger, Frank Jacob, Molly Kern, Sujin Lee, Leigh Anne Liu, Wu Liu, Jeffrey Loewenstein, Anne Lytle, Li Ma, Michel Mann, Alexandra Mislin, Tyree Mitchell, Hannah Martensen née Nagler, Amit Nandkeolyar, Mara Olekalns, Elena Paliakova, Jennifer Parlamis, Jason Pierce, Nancy Pierce, Robin Pinkley, Nathalie Prime, Jimena Ramirez-Marin, Kevin Rockmann, William Ross, Zhaleh Semnani-Azad, Juliana Schroeder, Philip Smith, Elena Stimmer, Roderick Swaab, Leigh Thompson, Cathy Tinsley, Ece Tuncel, Laurie Weingart, Robert Wilken, JingJing Yao, Zhi-Xue Zhang

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

CHATATC: Large Language Model-Driven Conversational Agents for Supporting Strategic Air Traffic Flow Management

Sinan Abdulhak, Wayne Hubbard, Karthik Gopalakrishnan, Max Z. Li

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 8 pages, 5 figures; minor revisions to address reviewer feedback for final submission to the 11th International Conference on Research in Air Transportation (ICRAT)

Imposter.AI: Adversarial Attacks with Hidden Intentions towards Aligned Large Language Models

Xiao Liu, Liangzhi Li, Tong Xiang, Fuying Ye, Lu Wei, Wangyue Li, Noa Garcia

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

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models

Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek

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

Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts

Junwei Sun, Siqi Ma, Yiran Fan, Peter Washington

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

Translate-and-Revise: Boosting Large Language Models for Constrained Translation

Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu

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 16 pages

DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model

Shezheng Song, Shasha Li, Jie Yu, Shan Zhao, Xiaopeng Li, Jun Ma, Xiaodong Liu, Zhuo Li, Xiaoguang Mao

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 on PRCV24

Autonomous Prompt Engineering in Large Language Models

Daan Kepel, Konstantina Valogianni

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

Keeping Users Engaged During Repeated Administration of the Same Questionnaire: Using Large Language Models to Reliably Diversify Questions

Hye Sun Yun, Mehdi Arjmand, Phillip Sherlock, Michael K. Paasche-Orlow, James W. Griffith, Timothy Bickmore

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 10 pages, ACM International Conference on Intelligent Virtual Agents (IVA '24)

SeqMate: A Novel Large Language Model Pipeline for Automating RNA Sequencing

Devam Mondal, Atharva Inamdar

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

When Search Engine Services meet Large Language Models: Visions and Challenges

Haoyi Xiong, Jiang Bian, Yuchen Li, Xuhong Li, Mengnan Du, Shuaiqiang Wang, Dawei Yin, Sumi Helal

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 Under Review

MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting

Tianhao Li, Shangjie Li, Binbin Xie, Deyi Xiong, Baosong Yang

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 13 pages, 2 figures

Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

Carson Denison, Monte MacDiarmid, Fazl Barez, David Duvenaud, Shauna Kravec, Samuel Marks, Nicholas Schiefer, Ryan Soklaski, Alex Tamkin, Jared Kaplan, Buck Shlegeris, Samuel R. Bowman, Ethan Perez, Evan Hubinger

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 Make it easier to find samples from the model, and highlight that our operational definition of reward tampering has false positives where the model attempts to complete the task honestly but edits the reward. Add paragraph to conclusion to this effect, and add sentence to figure 1 to this effect

Towards Large Language Model Aided Program Refinement

Yufan Cai, Zhe Hou, Xiaokun Luan, David Miguel Sanan Baena, Yun Lin, Jun Sun, Jin Song Dong

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

Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing

Viet Anh Trinh, Rosy Southwell, Yiwen Guan, Xinlu He, Zhiyong Wang, Jacob Whitehill

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

Reducing Selection Bias in Large Language Models

J. E. Eicher, R. F. Irgolič

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 28 pages, 23 figures

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas

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

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Li Zhong, Zilong Wang, Jingbo Shang

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 Preprint

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen

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 as a long findings paper at ACL 2024

DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton

Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng 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

Comments Accepted to ICML 2024

SCALM: Towards Semantic Caching for Automated Chat Services with Large Language Models

Jiaxing Li, Chi Xu, Feng Wang, Isaac M von Riedemann, Cong Zhang, Jiangchuan 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

Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models

Tingting Chen, Shijing Si

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 13 pages, 11 figures, 39 references

Unveiling and Manipulating Prompt Influence in Large Language Models

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao

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 ICLR 2024

UrbanGPT: Spatio-Temporal Large Language Models

Zhonghang Li, Lianghao Xia, Jiabin Tang, Yong Xu, Lei Shi, Long Xia, Dawei Yin, Chao 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

Comments Accepted by KDD'2024 as Full Paper

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection

Dylan Phelps, Thomas Pickard, Maggie Mi, Edward Gow-Smith, Aline Villavicencio

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 Presented at the MWE-UD Workshop at LREC-COLING 2024