
Ajie Utama
NLP Researcher @ Bloomberg, NY, USA
annotation
inference
nli
roberta
datasets
metaphors
idioms
3
presentations
SHORT BIO
I am currently an NLP researcher at the Bloomberg AI team and also a 4th-year PhD student in the UKP Lab advised by Prof. Iryna Gurevych. I am broadly interested in the problem of human language understanding using techniques from natural language processing and deep learning. My current research focuses on improving the generalization and robustness of neural network models for language understanding tasks, especially in adversarial settings, in which neural models are still lagging behind human performance.
Presentations

Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization
Ajie Utama

IMPLI: Investigating NLI Models' Performance on Figurative Language
Kevin Stowe and 2 other authors

Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning
Ajie Utama