Publications

1671 results for Machine Learning

Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2024
- CAI 2024
Workshop paper
AI for Bridge Inspection with IBM Inspecto
- - Cristiano Malossi
  - Roy Assaf
  - et al.
- 2024
- IABMAS 2024
Conference paper
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- MoML 2024
Poster
Leveraging Large Language Models for Natural Language to SQL Conversion
- - Noah Hampp
  - Katya Mirylenka
- 2024
- MML 2024
Poster
Resource- Efficient Transformer Pruning for Finetuning of Large Models
- - Fatih Ilhan
  - Gong Su
  - et al.
- 2024
- CVPR 2024
Conference paper
Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic Structure
- - David Arps
  - Laura Kallmeyer
  - et al.
- 2024
- NAACL 2024
Conference paper
Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples
- - Paulo Rodrigo Cavalin
  - Pedro Domingues
  - et al.
- 2024
- NAACL 2024
Conference paper
An Automatic Prompt Generation System for Tabular Data Tasks
- - Akella Ashlesha
  - Abhijit Manatkar
  - et al.
- 2024
- NAACL 2024
Conference paper
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes
- - Asaf Yehudai
  - Elron Bandel
- 2024
- NAACL 2024
Demo paper
AI for 3D Radar – Approaches and Opportunities
- - Asaf Tzadok
- 2024
- IMS 2024
Workshop paper