Publications

195 results for Knowledge and Reasoning

STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
- - Shreyas Basavatia
  - Keerthiram Murugesan
  - et al.
- 2024
- ACL 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
- - Lokesh Mishra
  - Sohayl Dhibi
  - et al.
- 2024
- ACL 2024
A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- - Debarun Bhattacharjya
  - Junkyu Lee
  - et al.
- 2024
- IJCAI 2024
On the Number of Quantifiers Needed to Define Boolean Functions
- - Marco Carmosino
  - Ronald Fagin
  - et al.
- 2024
- MFCS 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
- - Shuai Zhang
  - Heshan Fernando
  - et al.
- 2024
- ICML 2024
Evolving scientific discovery by unifying data and background knowledge with AI Hilbert
- - Ryan Cory-Wright
  - Cristina Cornelio
  - et al.
- 2024
- Nature Communications
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge
- - Andong Wang
  - Bo Wu
  - et al.
- 2024
- CVPR 2024
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes
- - Asaf Yehudai
  - Elron Bandel
- 2024
- NAACL 2024
Research and Development for IBM Granite Time Series Foundation Model
- - Takayuki Katsuki
  - Tomoya Sakai
- 2024
- JSAI 2024
Visual-Text Prompting
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- JSAI 2024