research
∙
06/18/2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
With the growing interest in large language models, the need for evaluat...
share
research
∙
05/18/2023
Generalized Planning in PDDL Domains with Pretrained Large Language Models
Recent work has considered whether large language models (LLMs) can func...
research
∙
12/20/2022
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
Recently it has been shown that state-of-the-art NLP models are vulnerab...
research
∙
03/10/2022
Cross-modal Map Learning for Vision and Language Navigation
We consider the problem of Vision-and-Language Navigation (VLN). The maj...
research
∙
02/20/2022
Understanding Robust Generalization in Learning Regular Languages
A key feature of human intelligence is the ability to generalize beyond ...
research
∙
11/01/2021
Investigating the locality of neural network training dynamics
A fundamental quest in the theory of deep-learning is to understand the ...
research
∙
07/19/2020
From Spatial Relations to Spatial Configurations
Spatial Reasoning from language is essential for natural language unders...
research
∙
07/19/2020
Understanding Spatial Relations through Multiple Modalities
Recognizing spatial relations and reasoning about them is essential in m...
research
∙
02/03/2020
Learning from Noisy Similar and Dissimilar Data
With the widespread use of machine learning for classification, it becom...
research
∙
11/08/2019
Variance Reduced Stochastic Proximal Algorithm for AUC Maximization
Stochastic Gradient Descent has been widely studied with classification ...
research
∙
09/10/2017
AppTechMiner: Mining Applications and Techniques from Scientific Articles
This paper presents AppTechMiner, a rule-based information extraction fr...
research
∙
08/23/2016
