语言大模型 / LLM

Generative AI in Multimodal User Interfaces: Trends, Challenges, and Cross-Platform Adaptability

J. Bieniek, M. Rahouti, D. C. Verma

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

Comments 13 pages, 4 figures

AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism

William Brannon, Doug Beeferman, Hang Jiang, Andrew Heyward, Deb Roy

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

Comments Accepted at CSCW Demo 2024. 5 pages, 2 figures

Journal ref Proc. CSCW (2024) 65-68

Bridging Dictionary: AI-Generated Dictionary of Partisan Language Use

Hang Jiang, Doug Beeferman, William Brannon, Andrew Heyward, Deb Roy

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

Comments Accepted to CSCW Demo 2024

Journal ref Proc. CSCW (2024) 79-82

A Tutorial on Teaching Data Analytics with Generative AI

Robert L. Bray

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

Hierarchical Narrative Analysis: Unraveling Perceptions of Generative AI

Riona Matsuoka, Hiroki Matsumoto, Takahiro Yoshida, Tomohiro Watanabe, Ryoma Kondo, Ryohei Hisano

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

Journal ref Proceedings of Jinmoncon 2024, IPSJ SIG Computers and the Humanities

LuxBank: The First Universal Dependency Treebank for Luxembourgish

Alistair Plum, Caroline Döhmer, Emilia Milano, Anne-Marie Lutgen, Christoph Purschke

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

Comments Accepted at 22nd Workshop on Treebanks and Linguistic Theories (TLT 2024)

Why Do We Need Weight Decay in Modern Deep Learning?

Francesco D'Angelo, Maksym Andriushchenko, Aditya Varre, Nicolas Flammarion

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

A Simple Baseline for Predicting Events with Auto-Regressive Tabular Transformers

Alex Stein, Samuel Sharpe, Doron Bergman, Senthil Kumar, C. Bayan Bruss, John Dickerson, Tom Goldstein, Micah Goldblum

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

Comments 10 pages, 6 pages of references+appendix

The NPU-HWC System for the ISCSLP 2024 Inspirational and Convincing Audio Generation Challenge

Dake Guo, Jixun Yao, Xinfa Zhu, Kangxiang Xia, Zhao Guo, Ziyu Zhang, Yao Wang, Jie Liu, Lei Xie

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

Comments accepted by ISCSLP 2024

EMOTION: Expressive Motion Sequence Generation for Humanoid Robots with In-Context Learning

Peide Huang, Yuhan Hu, Nataliya Nechyporenko, Daehwa Kim, Walter Talbott, Jian Zhang

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

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Zesen Cheng, Sicong Leng, Hang Zhang, Yifei Xin, Xin Li, Guanzheng Chen, Yongxin Zhu, Wenqi Zhang, Ziyang Luo, Deli Zhao, Lidong Bing

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

Comments ZC, SL, HZ, YX, and XL contributed equally to this project. Code: https://github.com/DAMO-NLP-SG/VideoLLaMA2

Improving Performance of Commercially Available AI Products in a Multi-Agent Configuration

Cory Hymel, Sida Peng, Kevin Xu, Charath Ranganathan

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

Comments 7 pages, 8 figures

On the Effectiveness of Acoustic BPE in Decoder-Only TTS

Bohan Li, Feiyu Shen, Yiwei Guo, Shuai Wang, Xie Chen, Kai Yu

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

Comments 5 pages, 3 tables, 1 figures. accepted to Interspeech 2024

Journal ref https://www.isca-archive.org/interspeech_2024/li24qa_interspeech.pdf

Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions

Poojitha Thota, Shirin Nilizadeh

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

Comments 10 pages, 3 figures, Accepted at EMNLP Findings 2024

Back to School: Translation Using Grammar Books

Jonathan Hus, Antonios Anastasopoulos

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

Economic Anthropology in the Era of Generative Artificial Intelligence

Zachary Sheldon, Peeyush Kumar

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

Journal ref Annual Joint Meeting of Society of Economic Anthropology and Society for the Anthropology of Work 2024

Timer: Generative Pre-trained Transformers Are Large Time Series Models

Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long

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

Towards Hybrid Intelligence in Journalism: Findings and Lessons Learnt from a Collaborative Analysis of Greek Political Rhetoric by ChatGPT and Humans

Thanasis Troboukis, Kelly Kiki, Antonis Galanopoulos, Pavlos Sermpezis, Stelios Karamanidis, Ilias Dimitriadis, Athena Vakali

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

Automating IETF Insights generation with AI

Jaime Jiménez

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

Comments 5 pages plus Appendix

Generative AI's aggregated knowledge versus web-based curated knowledge

Ted Selker, Yunzi Wu

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

Comments 19 pages, 19 references, 8 pages of appendices, 15 figures

AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task

Herbert Ullrich, Tomáš Mlynář, Jan Drchal

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

Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters

Johan Irving Søltoft, Laura Kocksch, Anders Kristian Munk

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

F2A: An Innovative Approach for Prompt Injection by Utilizing Feign Security Detection Agents

Yupeng Ren

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

Comments 1. Fixed typo in abstract 2. Provisionally completed the article update to facilitate future version revisions

Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Chun Jie Chong, Zhihao Yao, Iulian Neamtiu

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

Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies

Yingqiang Gao, Lukas Fischer, Alexa Lintner, Sarah Ebling

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

ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users

Guanlin Li, Kangjie Chen, Shudong Zhang, Jie Zhang, Tianwei Zhang

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

Comments Accepted by NeurIPS 2024

Dynamic metastability in the self-attention model

Borjan Geshkovski, Hugo Koubbi, Yury Polyanskiy, Philippe Rigollet

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

CodeCipher: Learning to Obfuscate Source Code Against LLMs

Yalan Lin, Chengcheng Wan, Yixiong Fang, Xiaodong Gu

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

Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals

Yupei Wang, Renfen Hu, Zhe Zhao

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

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha

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

Comments 18 pages