语言大模型 / LLM

Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media

Nikhil Mehta, Dan Goldwasser

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

Anatomy of an AI-powered malicious social botnet

Kai-Cheng Yang, Filippo Menczer

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

Journal ref Journal of Quantitative Description: Digital Media (2024)

Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation

Chenming Tang, Zhixiang Wang, Yunfang Wu

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

Comments Some reported baselines are not comparable in Section 5 and could be misleading and confusing

Automatic Jailbreaking of the Text-to-Image Generative AI Systems

Minseon Kim, Hyomin Lee, Boqing Gong, Huishuai Zhang, Sung Ju Hwang

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

Comments Under review

ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

Xiang Wei, Xingyu Cui, Ning Cheng, Xiaobin Wang, Xin Zhang, Shen Huang, Pengjun Xie, Jinan Xu, Yufeng Chen, Meishan Zhang, Yong Jiang, Wenjuan Han

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

MoGU: A Framework for Enhancing Safety of Open-Sourced LLMs While Preserving Their Usability

Yanrui Du, Sendong Zhao, Danyang Zhao, Ming Ma, Yuhan Chen, Liangyu Huo, Qing Yang, Dongliang Xu, Bing Qin

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

From the evolution of public data ecosystems to the evolving horizons of the forward-looking intelligent public data ecosystem empowered by emerging technologies

Anastasija Nikiforova, Martin Lnenicka, Petar Milić, Mariusz Luterek, Manuel Pedro Rodríguez Bolívar

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

Journal ref In: Janssen, M, J. Crompvoets, J. Ramon Gil-Garcia, H. Lee, I Lindgren, A Nikiforova, G. Viale Pereira. Electronic Government. EGOV 2024. Lecture Notes in Computer Science, Springer, Cham

WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness

Baizhou Huang, Xiaojun Wan

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

Comments 9 pages

OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs

Jiahao Nick Li, Yan Xu, Tovi Grossman, Stephanie Santosa, Michelle Li

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

Comments Paper accepted to the 2024 CHI Conference on Human Factors in Computing Systems (CHI 2024)

Automating the Analysis of Public Saliency and Attitudes towards Biodiversity from Digital Media

Noah Giebink, Amrita Gupta, Diogo Verìssimo, Charlotte H. Chang, Tony Chang, Angela Brennan, Brett Dickson, Alex Bowmer, Jonathan Baillie

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

Comments v0.1, 21 pages with 10 figures

When Fuzzing Meets LLMs: Challenges and Opportunities

Yu Jiang, Jie Liang, Fuchen Ma, Yuanliang Chen, Chijin Zhou, Yuheng Shen, Zhiyong Wu, Jingzhou Fu, Mingzhe Wang, ShanShan Li, Quan Zhang

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

TextMachina: Seamless Generation of Machine-Generated Text Datasets

Areg Mikael Sarvazyan, José Ángel González, Marc Franco-Salvador

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

Comments 14 pages, 10 figures

Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data

Haitham Hammami, Louis Baligand, Bojan Petrovski

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

LatticeGen: A Cooperative Framework which Hides Generated Text in a Lattice for Privacy-Aware Generation on Cloud

Mengke Zhang, Tianxing He, Tianle Wang, Lu Mi, Fatemehsadat Mireshghallah, Binyi Chen, Hao Wang, Yulia Tsvetkov

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

Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs

Faraz Lotfi, Farnoosh Faraji, Nikhil Kakodkar, Travis Manderson, David Meger, Gregory Dudek

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

Comments Presented at ISER 2023

Exploring How Multiple Levels of GPT-Generated Programming Hints Support or Disappoint Novices

Ruiwei Xiao, Xinying Hou, John Stamper

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

Comments Accepted CHI 2024 LBW - 10 pages

ARAGOG: Advanced RAG Output Grading

Matouš Eibich, Shivay Nagpal, Alexander Fred-Ojala

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

Comments 14 pages, 8 figures, associated Github repo: https://github.com/predlico/ARAGOG

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators

Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

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

Comments 18 pages, 8 figures, accepted by AAAI 2024

The Ink Splotch Effect: A Case Study on ChatGPT as a Co-Creative Game Designer

Asad Anjum, Yuting Li, Noelle Law, M Charity, Julian Togelius

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

Comments 12 pages

AXNav: Replaying Accessibility Tests from Natural Language

Maryam Taeb, Amanda Swearngin, Eldon Schoop, Ruijia Cheng, Yue Jiang, Jeffrey Nichols

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

Comments Accepted into Conference on Human Factors in Computing Systems (CHI) 2024, 22 pages, 7 figures

SoFA: Shielded On-the-fly Alignment via Priority Rule Following

Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li

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

RITFIS: Robust input testing framework for LLMs-based intelligent software

Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang

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

Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment

Philippe Laban, Lidiya Murakhovs'ka, Caiming Xiong, Chien-Sheng Wu

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

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

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

Comments 7 pages, 8 figures, 3 tables, bibliography, appendix (34 pages total). Accepted to AAAI 2024

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He

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

MMMModal -- Multi-Images Multi-Audio Multi-turn Multi-Modal

Husein Zolkepli, Aisyah Razak, Kamarul Adha, Ariff Nazhan

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

CABINET: Content Relevance based Noise Reduction for Table Question Answering

Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy

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

Comments Accepted at ICLR 2024 (spotlight)

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji

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

Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants

Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani

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

Comments 7 pages, 4 figures, 2 tables

A Prompt Response to the Demand for Automatic Gender-Neutral Translation

Beatrice Savoldi, Andrea Piergentili, Dennis Fucci, Matteo Negri, Luisa Bentivogli

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

Comments Accepted at EACL 2024