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MedICaT: A Dataset of Medical Images, Captions, and Textual References
Understanding the relationship between figures and text is key to scient...
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Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering
Answering questions that involve multi-step reasoning requires decomposi...
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Obtaining Faithful Interpretations from Compositional Neural Networks
Neural module networks (NMNs) are a popular approach for modeling compos...
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Evaluating NLP Models via Contrast Sets
Standard test sets for supervised learning evaluate in-distribution gene...
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AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
Neural NLP models are increasingly accurate but are imperfect and opaque...
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An Improved Neural Baseline for Temporal Relation Extraction
Determining temporal relations (e.g., before or after) between events ha...
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Correlation Clustering with Same-Cluster Queries Bounded by Optimal Cost
Several clustering frameworks with interactive (semi-supervised) queries...
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Improving Generalization in Coreference Resolution via Adversarial Training
In order for coreference resolution systems to be useful in practice, th...
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Named Person Coreference in English News
People are often entities of interest in tasks such as search and inform...
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