15 citations · 27 across the 3 of their papers we have counts for
3 papers
cs.CL2020
Training with Streaming Annotation
Tongtao Zhang, Heng Ji, Shih-Fu Chang +1
In this paper, we address a practical scenario where training data is released in a sequence of small-scale batches and annotation in earlier phases has lower quality than the late…
cs.CL2018★ 15 cited
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text
Yue Liu, Tongtao Zhang, Zhicheng Liang +2
We present an end-to-end approach that takes unstructured textual input and generates structured output compliant with a given vocabulary. Inspired by recent successes in neural ma…
cs.CL2018★ 12 cited
Event Extraction with Generative Adversarial Imitation Learning
Tongtao Zhang, Heng Ji
We propose a new method for event extraction (EE) task based on an imitation learning framework, specifically, inverse reinforcement learning (IRL) via generative adversarial netwo…