语言大模型 / LLM - arXivDaily 专题

2212.09897 2023-12-20 cs.CL 79%

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts

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

Comments Findings of the Association for Computational Linguistics: ACL 2023

2312.10065 2023-12-19 cs.CY cs.AI 79%

Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models

Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar

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

2312.06960 2023-12-13 cs.CV cs.LG 79%

Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment

Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu, Carl Vondrick, Bharath Hariharan, Kavita Bala

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

2312.03585 2023-12-12 cs.CV cs.AI 79%

Foundation Model Assisted Weakly Supervised Semantic Segmentation

Xiaobo Yang, Xiaojin Gong

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

2311.10538 2023-12-05 cs.AI 79%

Testing Language Model Agents Safely in the Wild

Silen Naihin, David Atkinson, Marc Green, Merwane Hamadi, Craig Swift, Douglas Schonholtz, Adam Tauman Kalai, David Bau

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

2311.18592 2023-12-01 cs.CV cs.AI 79%

Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models

Dong Li, Jiandong Jin, Yuhao Zhang, Yanlin Zhong, Yaoyang Wu, Lan Chen, Xiao Wang, Bin Luo

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

Comments In Peer Review

2311.06401 2023-11-28 cs.CL cs.IT math.IT 79%

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs

Benjamin C. Warner, Thomas Kannampallil, Seunghwan Kim

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 10 pages

2306.14979 2023-11-28 cs.LG cs.DC 79%

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani, Bronis de Supinski

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

2301.02748 2023-11-22 q-bio.BM cs.CE cs.CL 79%

Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model

Simon K. S. Chu, Kathy Y. Wei

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

2311.10431 2023-11-20 cs.CL 79%

Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing

Zhengqi He, Taro Toyoizumi

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

Comments 15 pages, 16 figures

2311.10083 2023-11-17 cs.CL 79%

Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations

Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung

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

2305.14053 2023-11-14 cs.CV cs.LG 79%

Parts of Speech-Grounded Subspaces in Vision-Language Models

James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras

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

Comments Accepted at NeurIPS 2023

2310.15720 2023-11-10 cs.CL cs.NE 79%

Ensemble of Task-Specific Language Models for Brain Encoding

Arvindh Arun, Jerrin John, Sanjai Kumaran

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

2212.08094 2023-11-09 cs.CL q-bio.NC 79%

Joint processing of linguistic properties in brains and language models

Subba Reddy Oota, Manish Gupta, Mariya Toneva

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

Comments 22 pages, 12 figures, To be published in the proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, USA

2311.01550 2023-11-06 cs.AI econ.GN q-fin.EC 79%

Market Concentration Implications of Foundation Models

Jai Vipra, Anton Korinek

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

Comments Working Paper

2306.12317 2023-11-03 cs.CL 79%

Iterated Piecewise Affine (IPA) Approximation for Language Modeling

Davood Shamsi, Wen-yu Hua, Brian Williams

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

2311.00522 2023-11-02 cs.CL 79%

Text Rendering Strategies for Pixel Language Models

Jonas F. Lotz, Elizabeth Salesky, Phillip Rust, Desmond Elliott

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

Comments EMNLP 2023

2310.20301 2023-11-01 cs.AI cs.CV 79%

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions

Mohamed R. Shoaib, Heba M. Emara, Jun Zhao

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

2310.17642 2023-10-27 cs.RO cs.CV cs.LG 79%

Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models

Tsun-Hsuan Wang, Alaa Maalouf, Wei Xiao, Yutong Ban, Alexander Amini, Guy Rosman, Sertac Karaman, Daniela Rus

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

Comments Project webpage: https://drive-anywhere.github.io Explainer video: https://www.youtube.com/watch?v=4n-DJf8vXxo&feature=youtu.be

2310.16992 2023-10-27 cs.CL 79%

How well can machine-generated texts be identified and can language models be trained to avoid identification?

Sinclair Schneider, Florian Steuber, Joao A. G. Schneider, Gabi Dreo Rodosek

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

Comments This paper has been accepted for the upcoming 57th Hawaii International Conference on System Sciences (HICSS-57)

2310.15829 2023-10-25 cs.CL 79%

Unnatural language processing: How do language models handle machine-generated prompts?

Corentin Kervadec, Francesca Franzon, Marco Baroni

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

Comments Findings of EMNLP 2023 Camera-Ready

2310.14676 2023-10-24 cs.CL 79%

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

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

Comments Pre-print for EMNLP 2023

2310.13824 2023-10-24 cs.CL 79%

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Soo Hyun Ryu

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

Comments EMNLP-findings 2023

2310.07837 2023-10-17 cs.LG 79%

Measuring Feature Sparsity in Language Models

Mingyang Deng, Lucas Tao, Joe Benton

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

2309.17319 2023-10-13 cs.AI 79%

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models

Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz

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

Comments 1 figure

Journal ref ACM SIGSPATIAL 2023

2310.06123 2023-10-11 cs.CV cs.AI 79%

Text-driven Prompt Generation for Vision-Language Models in Federated Learning

Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

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

2310.00475 2023-10-03 cond-mat.mtrl-sci cs.LG 79%

Generative Design of inorganic compounds using deep diffusion language models

Rongzhi Dong, Nihang Fu, dirisuriya M. D. Siriwardane, Jianjun Hu

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

2309.14404 2023-09-27 q-bio.QM cs.LG 79%

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

Zebin Ma, Yonglin Zou, Xiaobin Huang, Wenjin Yan, Hao Xu, Jiexin Yang, Ying Zhang, Jinqi Huang

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

Comments 20 pages, 5 figures,under review

2309.01576 2023-09-06 cs.CL cs.SD eess.AS 79%

A Comparative Analysis of Pretrained Language Models for Text-to-Speech

Marcel Granero-Moya, Penny Karanasou, Sri Karlapati, Bastian Schnell, Nicole Peinelt, Alexis Moinet, Thomas Drugman

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

Comments Accepted for presentation at the 12th ISCA Speech Synthesis Workshop (SSW) in Grenoble, France, from 26th to 28th August 2023

2308.13315 2023-09-06 cs.CL 79%

Construction Grammar and Language Models

Harish Tayyar Madabushi, Laurence Romain, Petar Milin, Dagmar Divjak

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

Comments Accepted for publication in The Cambridge Handbook of Construction Grammar, edited by Mirjam Fried and Kiki Nikiforidou. To appear in 2024

1. 其他LLM 12169 篇

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models

Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment

Foundation Model Assisted Weakly Supervised Semantic Segmentation

Testing Language Model Agents Safely in the Wild

Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model

Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing

Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations

Parts of Speech-Grounded Subspaces in Vision-Language Models

Ensemble of Task-Specific Language Models for Brain Encoding

Joint processing of linguistic properties in brains and language models

Market Concentration Implications of Foundation Models

Iterated Piecewise Affine (IPA) Approximation for Language Modeling

Text Rendering Strategies for Pixel Language Models

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions

Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models

How well can machine-generated texts be identified and can language models be trained to avoid identification?

Unnatural language processing: How do language models handle machine-generated prompts?

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Measuring Feature Sparsity in Language Models

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models

Text-driven Prompt Generation for Vision-Language Models in Federated Learning

Generative Design of inorganic compounds using deep diffusion language models

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

A Comparative Analysis of Pretrained Language Models for Text-to-Speech

Construction Grammar and Language Models