语言大模型 / LLM

Recording First-person Experiences to Build a New Type of Foundation Model

Dionis Barcari, David Gamez, Aliya Grig

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 5 figures, 3 tables. arXiv admin note: substantial text overlap with arXiv:2408.00030

LAPIS: Language Model-Augmented Police Investigation System

Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, Jaewoo Kang

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

On the Opportunities of (Re)-Exploring Atmospheric Science by Foundation Models: A Case Study

Lujia Zhang, Hanzhe Cui, Yurong Song, Chenyue Li, Binhang Yuan, Mengqian Lu

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments 28 pages, 12 figures

Detecting out-of-distribution text using topological features of transformer-based language models

Andres Pollano, Anupam Chaudhuri, Anj Simmons

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG

Comments 8 pages, 6 figures, 3 tables, to be published in proceedings of the IJCAI-2024 AISafety Workshop

Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian

Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments 6 pages, 1 figure, 3 tables

BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records

Weimin Lyu, Zexin Bi, Fusheng Wang, Chao Chen

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments AMIA 2024

Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models

Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments AI4Math workshop, ICML 2024

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model

Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Language Models in Dialogue: Conversational Maxims for Human-AI Interactions

Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth M. Daly, David Piorkowski, John T. Richards

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

GiusBERTo: A Legal Language Model for Personal Data De-identification in Italian Court of Auditors Decisions

Giulio Salierno, Rosamaria Bertè, Luca Attias, Carla Morrone, Dario Pettazzoni, Daniela Battisti

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments 14 pages, 4 figures, 6 Tables

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction

Daniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland R. Barnard, David T. Jones, Hugo Botha

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.CL、cs.LG

Comments Accepted to INTERSPEECH 2024

FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation

Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Language Models As Semantic Indexers

Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG

Comments 10 pages, 5 appendix pages

The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models

Adithya Bhaskar, Dan Friedman, Danqi Chen

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG

Comments Accepted to ACL 2024

Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems

Vedant Khandelwal, Amit Sheth, Forest Agostinelli

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Conformal Language Modeling

Victor Quach, Adam Fisch, Tal Schuster, Adam Yala, Jae Ho Sohn, Tommi S. Jaakkola, Regina Barzilay

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG

Comments ICLR 2024

Participation in the age of foundation models

Harini Suresh, Emily Tseng, Meg Young, Mary L. Gray, Emma Pierson, Karen Levy

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments 13 pages, 2 figures. Appeared at FAccT '24

Journal ref In The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24), June 3-6, 2024, Rio de Janeiro, Brazil. ACM, New York, NY, USA, 13 pages

Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph

Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.AI、cs.LG

A Continued Pretrained LLM Approach for Automatic Medical Note Generation

Dong Yuan, Eti Rastogi, Gautam Naik, Sree Prasanna Rajagopal, Sagar Goyal, Fen Zhao, Bharath Chintagunta, Jeff Ward

专题命中 领域大模型 ：LLM(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted to NAACL 2024

Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns

Yunsoo Kim, Jinge Wu, Yusuf Abdulle, Yue Gao, Honghan Wu

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments Under review

Collapse of Self-trained Language Models

David Herel, Tomas Mikolov

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments ICLR 2024

Kiki or Bouba? Sound Symbolism in Vision-and-Language Models

Morris Alper, Hadar Averbuch-Elor

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG

Comments Accepted to NeurIPS 2023 (spotlight). Project webpage: https://kiki-bouba.github.io/

Collaborating Foundation Models for Domain Generalized Semantic Segmentation

Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments https://github.com/yasserben/CLOUDS ; Accepted to CVPR 2024

Grounding Foundation Models through Federated Transfer Learning: A General Framework

Yan Kang, Tao Fan, Hanlin Gu, Xiaojin Zhang, Lixin Fan, Qiang Yang

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments In progress

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments ICLR 2024

Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Subhabrata Mukherjee, Paul Gamble, Markel Sanz Ausin, Neel Kant, Kriti Aggarwal, Neha Manjunath, Debajyoti Datta, Zhengliang Liu, Jiayuan Ding, Sophia Busacca, Cezanne Bianco, Swapnil Sharma, Rae Lasko, Michelle Voisard, Sanchay Harneja, Darya Filippova, Gerry Meixiong, Kevin Cha, Amir Youssefi, Meyhaa Buvanesh, Howard Weingram, Sebastian Bierman-Lytle, Harpreet Singh Mangat, Kim Parikh, Saad Godil, Alex Miller

专题命中 领域大模型 ：LLM(title,abstract)；分类 cs.CL、cs.AI

Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting

Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li

专题命中 领域大模型 ：prompting(title,abstract)；分类 cs.CL、cs.AI

Comments 5 figures

Large-scale Training of Foundation Models for Wearable Biosignals

Salar Abbaspourazad, Oussama Elachqar, Andrew C. Miller, Saba Emrani, Udhyakumar Nallasamy, Ian Shapiro

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments Camera ready version for ICLR 2024

A Foundation Model for General Moving Object Segmentation in Medical Images

Zhongnuo Yan, Tong Han, Yuhao Huang, Lian Liu, Han Zhou, Jiongquan Chen, Wenlong Shi, Yan Cao, Xin Yang, Dong Ni

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 7 figures, 3 tables. This paper has been accepted by ISBI 2024

Out of One, Many: Using Language Models to Simulate Human Samples

Lisa P. Argyle, Ethan C. Busby, Nancy Fulda, Joshua Gubler, Christopher Rytting, David Wingate

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.CL、cs.LG