Publications

819 results for Trustworthy AI

In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
- - Yahan Yang
  - Soham Dan
  - et al.
- 2023
- ACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- - Keerthiram Murugesan
  - Sarathkrishna Swaminathan
  - et al.
- 2023
- ACL 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
- - Bc Kwon
  - Nandana Mihindukulasooriya
- 2023
- ACL 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- - Ioana Baldini Soares
  - Chhavi Yadav
  - et al.
- 2023
- ACL 2023
Code Vulnerability Detection via Signal-Aware Learning
- - Sahil Suneja
  - Yufan Zhuang
  - et al.
- 2023
- EuroS&P 2023
Decoding Superpositions of Bound Symbols Represented by Distributed Representations
- - Michael Hersche
  - Zuzanna Opala
  - et al.
- 2023
- NeSy 2023
Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture
- - Michael Hersche
  - Mustafa Zeqiri
  - et al.
- 2023
- NeSy 2023
FactSheets for Hardware-Aware AI Models: A Case Study of Analog in Memory Computing AI Models
- - Brandon Dominique
  - Kaoutar El Maghraoui
  - et al.
- 2023
- SSE 2023
DetAIL: A Tool to Automatically Detect and Analyze Drift In Language
- - Nishtha Madaan
  - Adithya Manjunatha
  - et al.
- 2023
- IAAI 2023
Holistic Adversarial Robustness of Deep Learning Models
- - Pin-Yu Chen
  - Sijia Liu
- 2023
- AAAI 2023