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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

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