语言大模型 / LLM

DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes

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

Comments 15 pages, 2 figures, 8 tables. Accepted to ACL 2024 (Findings)

Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship

Zachary R. Baker, Zarif L. Azher

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

Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models

Yi Zhou, Danushka Bollegala, Jose Camacho-Collados

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

Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting

Sagnik Mukherjee, Muhammad Farid Adilazuarda, Sunayana Sitaram, Kalika Bali, Alham Fikri Aji, Monojit Choudhury

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

VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization

Dongsheng Zhu, Xunzhu Tang, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin

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

Comments Accepted to NAACL2024 main conference

Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens

Xikang Yang, Xuehai Tang, Fuqing Zhu, Jizhong Han, Songlin Hu

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

Comments 13 pages

Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting

Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe

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

Comments Accepted by INTERSPEECH 2024

Lower Bounds on the Expressivity of Recurrent Neural Language Models

Anej Svete, Franz Nowak, Anisha Mohamed Sahabdeen, Ryan Cotterell

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

Whose Emotions and Moral Sentiments Do Language Models Reflect?

Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman

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

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models

Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li

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

Comments Accepted to CVPR 2024; Earlier version of this paper contained an unintentional error stemming from a bug in the code. This version corrects this error, which had to do with filtering of class names. In consultation with CVPR Program Chairs it was suggested errata be submitted as the updated (fixed) code reinforced original findings (albeit with slightly different final numbers)

ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling

Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou

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

Comments ICML2024 camera-ready, update some experimental results, add github url, fix some typos

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis

Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Nguyen Trung Hieu, Jia Qi Yip, Bin Ma

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

Comments Accepted by Interspeech 2024

Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structure

David Arps, Laura Kallmeyer, Younes Samih, Hassan Sajjad

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

Comments NAACL 2024. Our software is available at https://github.com/davidarps/spud

Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer

Peng Wang, Yifan Yang, Zheng Liang, Tian Tan, Shiliang Zhang, Xie Chen

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

Comments Accepted in INTERSPEECH 2024

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