语言大模型 / LLM

The SAME score: Improved cosine based bias score for word embeddings

Sarah Schröder, Alexander Schulz, Barbara Hammer

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

Comments 12 pages, 3 figures

Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts

Eleftheria Briakou, Jiaming Luo, Colin Cherry, Markus Freitag

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

Well, that escalated quickly: The Single-Turn Crescendo Attack (STCA)

Alan Aqrawi, Arian Abbasi

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

Understanding Literary Texts by LLMs: A Case Study of Ancient Chinese Poetry

Cheng Zhao, Bin Wang, Zhen Wang

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

Toward accessible comics for blind and low vision readers

Christophe Rigaud, Jean-Christophe Burie, Samuel Petit

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

Comments Accepted to MANPU 2024 (Athens, Greece, August 30, 2024)

Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation

Yanni Xue, Haojie Hao, Jiakai Wang, Qiang Sheng, Renshuai Tao, Yu Liang, Pu Feng, Xianglong Liu

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

Comments IJCAI 2024

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning

Wei An, Xiao Bi, Guanting Chen, Shanhuang Chen, Chengqi Deng, Honghui Ding, Kai Dong, Qiushi Du, Wenjun Gao, Kang Guan, Jianzhong Guo, Yongqiang Guo, Zhe Fu, Ying He, Panpan Huang, Jiashi Li, Wenfeng Liang, Xiaodong Liu, Xin Liu, Yiyuan Liu, Yuxuan Liu, Shanghao Lu, Xuan Lu, Xiaotao Nie, Tian Pei, Junjie Qiu, Hui Qu, Zehui Ren, Zhangli Sha, Xuecheng Su, Xiaowen Sun, Yixuan Tan, Minghui Tang, Shiyu Wang, Yaohui Wang, Yongji Wang, Ziwei Xie, Yiliang Xiong, Yanhong Xu, Shengfeng Ye, Shuiping Yu, Yukun Zha, Liyue Zhang, Haowei Zhang, Mingchuan Zhang, Wentao Zhang, Yichao Zhang, Chenggang Zhao, Yao Zhao, Shangyan Zhou, Shunfeng Zhou, Yuheng Zou

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

Comments This is the preprint version of the paper accepted for presentation at the 2024 International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'24). \c{opyright} 2024 IEEE. Personal use of this material is permitted. For other uses, permission from IEEE must be obtained. Please refer to IEEE Xplore for the final published version

DAC: Decomposed Automation Correction for Text-to-SQL

Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

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

Transformers As Approximations of Solomonoff Induction

Nathan Young, Michael Witbrock

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

Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?

Yuankun Xie, Chenxu Xiong, Xiaopeng Wang, Zhiyong Wang, Yi Lu, Xin Qi, Ruibo Fu, Yukun Liu, Zhengqi Wen, Jianhua Tao, Guanjun Li, Long Ye

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

A Disguised Wolf Is More Harmful Than a Toothless Tiger: Adaptive Malicious Code Injection Backdoor Attack Leveraging User Behavior as Triggers

Shangxi Wu, Jitao Sang

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

ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language

Yongkang Liu, Feng Shi, Daling Wang, Yifei Zhang, Hinrich Schütze

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

Comments ECAI2024

Journal ref ECAI2024

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

Tomas Goldsack, Carolina Scarton, Matthew Shardlow, Chenghua Lin

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

Comments Published in: Proceedings of the 23rd Workshop on Biomedical Natural Language Processing

RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion

Huy N. Phan, Hoang N. Phan, Tien N. Nguyen, Nghi D. Q. Bui

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

Neurosymbolic Methods for Rule Mining

Agnieszka Lawrynowicz, Luis Galarraga, Mehwish Alam, Berenice Jaulmes, Vaclav Zeman, Tomas Kliegr

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

Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts

Tingchen Fu, Yupeng Hou, Julian McAuley, Rui Yan

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

Exploring the extent of similarities in software failures across industries using LLMs

Martin Detloff

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

ProMoAI: Process Modeling with Generative AI

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

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

Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool

Liudmila Zavolokina, Kilian Sprenkamp, Zoya Katashinskaya, Daniel Gordon Jones, Gerhard Schwabe

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

Comments The paper is accepted for publication in proceedings of the CHI Conference on Human Factors in Computing Systems (2024)

Artificial Intelligence for Literature Reviews: Opportunities and Challenges

Francisco Bolanos, Angelo Salatino, Francesco Osborne, Enrico Motta

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

Comments Updated with the reviewers comments. This version is now accepted at the Artificial Intelligence Review journal

Curriculum-Driven Edubot: A Framework for Developing Language Learning Chatbots Through Synthesizing Conversational Data

Yu Li, Shang Qu, Jili Shen, Shangchao Min, Zhou Yu

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

Comments SIGDIAL 2024, 23 pages

Adaptive Retrieval-Augmented Generation for Conversational Systems

Xi Wang, Procheta Sen, Ruizhe Li, Emine Yilmaz

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

Comments 12 pages, under review

Can LLMs Understand Computer Networks? Towards a Virtual System Administrator

Denis Donadel, Francesco Marchiori, Luca Pajola, Mauro Conti

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

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint

Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu

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

Comments Accepted by Findings of ACL 2024

TookaBERT: A Step Forward for Persian NLU

MohammadAli SadraeiJavaheri, Ali Moghaddaszadeh, Milad Molazadeh, Fariba Naeiji, Farnaz Aghababaloo, Hamideh Rafiee, Zahra Amirmahani, Tohid Abedini, Fatemeh Zahra Sheikhi, Amirmohammad Salehoof

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

AI Control: Improving Safety Despite Intentional Subversion

Ryan Greenblatt, Buck Shlegeris, Kshitij Sachan, Fabien Roger

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

Comments Edit: Fix minor typos, clarify abstract, add glossary, expand related work. ICML version: https://openreview.net/pdf?id=KviM5k8pcP

Neural Residual Diffusion Models for Deep Scalable Vision Generation

Zhiyuan Ma, Liangliang Zhao, Biqing Qi, Bowen Zhou

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

An Experiment in Retrofitting Competency Questions for Existing Ontologies

Reham Alharbi, Valentina Tamma, Floriana Grasso, Terry Payne

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

Journal ref 2024

Building Artificial Intelligence with Creative Agency and Self-hood

Liane Gabora, Joscha Bach

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

Comments 5 pages; 1 figure. The Academic, May 20. 2024. https://theacademic.com/building-artificial-intelligence-creative-agency-and-self-hood/

Journal ref The Academic, May 20 2024

Social AI and The Equation of Wittgenstein's Language User With Calvino's Literature Machine

W. J. T. Mollema

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

Journal ref International Review of Literary Studies, 6, no.1 (2024): 39-55