Probabilistic Soft Logic

Probabilistic Soft Logic (PSL) is a re- cently developed framework for proba- bilistic logic. We use PSL to combine logical and distributional representations of natural-language meaning, where distri- butional information …...

We represent natural language semantics by combining logical and distributional in- formation in probabilistic logic. We use Markov Logic Networks (MLN) for the RTE task, and Probabilistic Soft Logic (PSL) …...

In this work, we build an entity/event-level sentiment analysis system, which is able to recognize and infer both explicit and im- plicit sentiments toward entities and events in the text. …...