Alon Eirew

SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings

2018 · International Conference on Computational Linguistics

We present SetExpander, a corpus-based system for expanding a seed set of terms into a more complete set of terms that belong to the same semantic class. SetExpander implements an iterative end-to end workflow for …

Realistic Evaluation Principles for Cross-document Coreference Resolution

2021 · arXiv (Cornell University)

We point out that common evaluation practices for cross-document coreference resolution have been unrealistically permissive in their assumed settings, yielding inflated results. We propose addressing this issue via two evaluation methodology principles. First, as in …

Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution

2019

Recognizing coreferring events and entities across multiple texts is crucial for many NLP applications. Despite the task's importance, research focus was given mostly to withindocument entity coreference, with rather little attention to the other variants. …