Arie Cattan

Cross-Document Language Modeling.

2021 · arXiv (Cornell University)

We introduce a new pretraining approach for language models that are geared to support multi-document NLP tasks. Our cross-document language model (CD-LM) improves masked language modeling for these tasks with two key ideas. First, we …

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 …