Affinity Propagation

This paper presents a new algorithm for lin- ear text segmentation. It is an adaptation of Affinity Propagation, a state-of-the-art clus- tering algorithm in the framework of factor graphs. Affinity …...

Slot filling aims to extract the values (slot fillers) of specific attributes (slots types) for a given entity (query) from a large- scale corpus. Slot filling remains very challenging over …...

AbstractIn this paper, we address a novel task, Multiple TimeLine Summarization (MTLS), which extends the flexibility and versatility of Time-Line Summarization (TLS). Given any collection of time-stamped news articles, MTLS …...