A new approach to assess language models with varied instructions and tasks.
Yusuke Sakai, Adam Nohejl, Jiangnan Hang
― 6 min read
Computer Science - Artificial Intelligence
RSSPredictive maintenance helps industries plan for equipment failures effectively.
Bogdan Łobodziński
― 5 min read
Researchers examine the reliability of metrics for language model safety.
Ora Nova Fandina, Leshem Choshen, Eitan Farchi
― 6 min read
A study on how children learn languages through modeled interactions.
Louis Mahon, Omri Abend, Uri Berger
― 9 min read
Evaluating LLMs for medical classification and entity recognition performance.
Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen
― 6 min read
This article explores a new method for better merging of machine learning models.
Yichu Xu, Xin-Chun Li, Le Gan
― 4 min read
A new method simplifies program creation through clearer learning tasks.
Céline Hocquette, Andrew Cropper
― 6 min read
A new method helps GNNs learn from unfamiliar data effectively.
Junyu Luo, Zhiping Xiao, Yifan Wang
― 6 min read
ProteinGPT simplifies protein study through an interactive chat system.
Yijia Xiao, Edward Sun, Yiqiao Jin
― 6 min read
SparseGPT improves the speed and efficiency of large language models through parameter pruning.
Xiaoyu Li, Yingyu Liang, Zhenmei Shi
― 4 min read
A new dataset simulates psychiatrist-patient dialogues for mental health research.
Congchi Yin, Feng Li, Shu Zhang
― 6 min read
An overview of advancements in speaker recognition through the VoxCeleb Challenge.
Jaesung Huh, Joon Son Chung, Arsha Nagrani
― 4 min read
Exploring the impact of self-supervised learning on geospatial data analysis.
Yile Chen, Weiming Huang, Kaiqi Zhao
― 5 min read
A new method improves how robots learn from human preferences.
Ni Mu, Yao Luan, Yiqin Yang
― 6 min read
CortexCompile enhances automated code generation inspired by brain functionality.
Gautham Ramachandran, Rick Yang
― 9 min read
Structured methods aid auditors in classifying financial data and identifying issues.
Marcel Boersma, Krishna Manoorkar, Alessandra Palmigiano
― 5 min read
Applying graph neural networks enhances supply chain management and demand forecasting accuracy.
Kihwan Han
― 6 min read
A new method, SHEDAD, enhances detection of issues in district heating systems.
Jonne van Dreven, Abbas Cheddad, Sadi Alawadi
― 6 min read
New methods improve decision-making in group settings using probabilistic models.
Leonardo Matone, Ben Abramowitz, Nicholas Mattei
― 11 min read
N-DriverMotion dataset improves recognition of driver movements for safer roads.
Hyo Jong Chung, Byungkon Kang, Yoonseok Yang
― 5 min read
CodeRefine simplifies coding from research papers for practical applications.
Ekaterina Trofimova, Emil Sataev, Abhijit Singh Jowhari
― 5 min read
A new model to better understand procedural learning and its various approaches.
Sina Rismanchian, Shayan Doroudi
― 6 min read
New methods are reshaping how learning rates are managed in model training.
Yikang Shen, Matthew Stallone, Mayank Mishra
― 5 min read
LalaEval offers a structured evaluation method for language models across various industries.
Chongyan Sun, Ken Lin, Shiwei Wang
― 7 min read
A new framework improves traffic predictions by analyzing causal relationships and uncertainty.
Pingping Dong, Xiao-Lin Wang, Indranil Bose
― 6 min read
This article sheds light on the critical role of uncertainty in AI.
Keivan Shariatmadar
― 6 min read
This study uses ControlNet to improve image generation from abstract art descriptions.
Rishabh Srivastava, Addrish Roy
― 6 min read
New methods improve autism detection through analysis of children's home videos.
Marie Huynh, Aaron Kline, Saimourya Surabhi
― 7 min read
Analyzing neural systems at multiple levels enhances insights into behavior and decision-making.
Zhonghao He, Jascha Achterberg, Katie Collins
― 8 min read
A new approach enhances gradient calculations, improving transformer efficiency in machine learning.
Yingyu Liang, Zhizhou Sha, Zhenmei Shi
― 4 min read
A new model aims to translate brain activity into readable language.
Jinzhao Zhou, Yiqun Duan, Fred Chang
― 6 min read
A new method enhances model performance using shared knowledge across tasks.
Ahmad Pouramini, Hesham Faili
― 5 min read
HBIC approach improves analysis of complex medical datasets.
Adán José-García, Julie Jacques, Clément Chauvet
― 5 min read
A multi-domain benchmark assesses LLMs' code generation abilities across various fields.
Qiming Zhu, Jialun Cao, Yaojie Lu
― 6 min read
Using causal ML can significantly improve agricultural decision-making and sustainability.
Vasileios Sitokonstantinou, Emiliano Díaz Salas Porras, Jordi Cerdà Bautista
― 6 min read
A new approach improves dysfluency modeling for therapy and language learning.
Jiachen Lian, Xuanru Zhou, Zoe Ezzes
― 5 min read
A new method enhances neural networks' ability to handle geometric changes.
Ben Batten, Yang Zheng, Alessandro De Palma
― 6 min read
Research merges 3D modeling with machine learning for improved visuals.
Gabriel Pérez S, Juan C. Pérez, Motasem Alfarra
― 6 min read
DeTPP improves long-term event predictions across various fields with diverse outcomes.
Ivan Karpukhin, Andrey Savchenko
― 4 min read
This work focuses on explaining decision-making in AI using Monte Carlo Tree Search.
Ronit Bustin, Claudia V. Goldman
― 6 min read