TACL 2015

Entity Disambiguation with Web Links

TACL 2015 wikilinks/nel

Entity disambiguation with Wikipedia relies on structured information from redirect pages, article text, inter-article links, and categories.

ENTITY DISAMBIGUATION ENTITY LINKING KNOWLEDGE BASE POPULATION

Context-aware Frame-Semantic Role Labeling

TACL 2015 microth/mateplus

Frame semantic representations have been useful in several applications ranging from text-to-scene generation, to question answering and social network analysis.

QUESTION ANSWERING SCENE GENERATION SEMANTIC ROLE LABELING STOCK PRICE PREDICTION

Learning Composition Models for Phrase Embeddings

TACL 2015 Gorov/FCT_PhraseSim_TACL

We propose efficient unsupervised and task-specific learning objectives that scale our model to large datasets.

LANGUAGE MODELLING SEMANTIC TEXTUAL SIMILARITY WORD EMBEDDINGS