语言大模型 / LLM

Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition

Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

Comments Accepted by AAAI 2024 (Main Track, Long Paper)

Pretrained Mobility Transformer: A Foundation Model for Human Mobility

Xinhua Wu, Haoyu He, Yanchao Wang, Qi Wang

专题命中 其他LLM ：foundation model(title,abstract)；分类 cs.LG

Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation

Haonan Chen, Zhicheng Dou, Kelong Mao, Jiongnan Liu, Ziliang Zhao

专题命中 其他LLM ：LLM(title,abstract)；分类 cs.CL

Comments ACL 2024

On the referential capacity of language models: An internalist rejoinder to Mandelkern & Linzen

Giosue Baggio, Elliot Murphy

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

An Empirical Exploration of Trust Dynamics in LLM Supply Chains

Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju

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

Comments Paper accepted at the TREW workshop co-located with CHI'24

Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence

Adrien Basdevant, Camille François, Victor Storchan, Kevin Bankston, Ayah Bdeir, Brian Behlendorf, Merouane Debbah, Sayash Kapoor, Yann LeCun, Mark Surman, Helen King-Turvey, Nathan Lambert, Stefano Maffulli, Nik Marda, Govind Shivkumar, Justine Tunney

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

Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models

Aldo Gael Carranza, Rezsa Farahani, Natalia Ponomareva, Alex Kurakin, Matthew Jagielski, Milad Nasr

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

Comments Accepted to NAACL 2024

L(u)PIN: LLM-based Political Ideology Nowcasting

Ken Kato, Annabelle Purnomo, Christopher Cochrane, Raeid Saqur

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

Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?

Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, Moshe Koppel, Reut Tsarfaty

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

Journal ref In Proceedings of EACL 2023, 849-864 (2023)

Language Modeling Using Tensor Trains

Zhan Su, Yuqin Zhou, Fengran Mo, Jakob Grue Simonsen

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

The Role of Federated Learning in a Wireless World with Foundation Models

Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek

专题命中 其他LLM ：foundation model(title,abstract)；分类 cs.LG

Comments 8 pages, 4 figures, 2 tables. This version has been accepted by IEEE Wireless Communications

Language Model-Based Paired Variational Autoencoders for Robotic Language Learning

Ozan Özdemir, Matthias Kerzel, Cornelius Weber, Jae Hee Lee, Stefan Wermter

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

Comments Published in: IEEE Transactions on Cognitive and Developmental Systems, 15:4, 3204452

Journal ref IEEE Transactions on Cognitive and Developmental Systems (Volume: 15, Issue: 4, December 2023)

Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models

Yunhao Zhang, Shaonan Wang, Xinyi Dong, Jiajun Yu, Chengqing Zong

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

A Multi-Modal Foundation Model to Assist People with Blindness and Low Vision in Environmental Interaction

Yu Hao, Fan Yang, Hao Huang, Shuaihang Yuan, Sundeep Rangan, John-Ross Rizzo, Yao Wang, Yi Fang

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

Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications

Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang

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

Enhance Robustness of Language Models Against Variation Attack through Graph Integration

Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu

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

Comments 12 pages, 4 figures, accepted by COLING 2024

Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers

Ahmed E. Hassan, Gustavo A. Oliva, Dayi Lin, Boyuan Chen, Zhen Ming, Jiang

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

Raidar: geneRative AI Detection viA Rewriting

Chengzhi Mao, Carl Vondrick, Hao Wang, Junfeng Yang

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

Comments Accepted by ICLR 2024, Large Language Models, Detection

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring

Ashish Sharma, Kevin Rushton, Inna Wanyin Lin, Theresa Nguyen, Tim Althoff

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

Comments CHI 2024 Camera Ready

GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism

Shuzhou Yuan, Michael Färber

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

Comments NAACL 2024 Findings

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Songyang Zhang, Haodong Duan, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Zhe Chen, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Kai Chen, Conghui He, Xingcheng Zhang, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang

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

Comments Code and models are publicly available at https://github.com/InternLM/InternLM-XComposer

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

Mamadou Keita, Wassim Hamidouche, Hassen Bougueffa, Abdenour Hadid, Abdelmalik Taleb-Ahmed

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

Comments arXiv admin note: substantial text overlap with arXiv:2404.01959

Investigating the Emergent Audio Classification Ability of ASR Foundation Models

Rao Ma, Adian Liusie, Mark J. F. Gales, Kate M. Knill

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

Comments NAACL 2024 (main conference)

Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization

Rika Tanaka, Yusuke Fukazawa

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

Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models

Chengzhe Feng, Yanan Sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu

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

Semantic Prompting with Image-Token for Continual Learning

Jisu Han, Jaemin Na, Wonjun Hwang

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

GAgent: An Adaptive Rigid-Soft Gripping Agent with Vision Language Models for Complex Lighting Environments

Zhuowei Li, Miao Zhang, Xiaotian Lin, Meng Yin, Shuai Lu, Xueqian Wang

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

Continuous Object State Recognition for Cooking Robots Using Pre-Trained Vision-Language Models and Black-box Optimization

Kento Kawaharazuka, Naoaki Kanazawa, Yoshiki Obinata, Kei Okada, Masayuki Inaba

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

Comments accepted at IEEE Robotics and Automation Letters (RA-L), website - https://haraduka.github.io/continuous-state-recognition/

Investigating grammatical abstraction in language models using few-shot learning of novel noun gender

Priyanka Sukumaran, Conor Houghton, Nina Kazanina

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

Comments EACL 2024; Findings of the Association for Computational Linguistics

Consistent Prompting for Rehearsal-Free Continual Learning

Zhanxin Gao, Jun Cen, Xiaobin Chang

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

Comments Accepted by CVPR2024