Publications

194 results for Explainable AI

A Graph per Persona: Reasoning about Subjective Natural Language Descriptions
- - Eunjeong Hwang
  - Vered Shwartz
  - et al.
- 2024
- ACL 2024
Paper
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
- - Shreyas Basavatia
  - Keerthiram Murugesan
  - et al.
- 2024
- ACL 2024
Paper
Data Contamination Report from the 2024 CONDA Shared Task
- - Oscar Sainz
  - Iker García-ferrero
  - et al.
- 2024
- ACL 2024
Workshop paper
A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- - Debarun Bhattacharjya
  - Junkyu Lee
  - et al.
- 2024
- IJCAI 2024
Workshop paper
Trust Regions for Explanations via Black-Box Probabilistic Certification
- - Amit Dhurandhar
  - Swagatam Haldar
  - et al.
- 2024
- ICML 2024
Conference paper
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- - Yuya Jeremy Ong
  - Jay Pankaj Gala
  - et al.
- 2024
- IEEE CISOSE 2024
Conference paper
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models
- - Abdullah Caglar Oksuz
  - Anisa Halimi
  - et al.
- 2024
- PETS 2024
Conference paper
Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- - Tanwi Biswas
  - Akira Koseki
  - et al.
- 2024
- ISMB 2024
Poster
Transformer Models with Explainability for IT Telemetry and Business Events
- - Shiau Hong Lim
  - Laura Wynter
- 2024
- SSE 2024
Conference paper
Geospatial Sampling by Maximizing Information Entropy
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- IGARSS 2024
Conference paper