Name
Title | ||
|---|---|---|
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases. |
Abstract | ||
|---|---|---|
Non-compositional phrases such as `red herringu0027 and weakly compositional phrases such as `spelling beeu0027 are an integral part of natural language (Sag, 2002). They are also the phrases that are difficult, or even impossible, for good compositional distributional models of semantics. Compositionality detection therefore provides a good testbed for compositional methods. We compare an integrated compositional distributional approach, using sparse high dimensional representations, with the ad-hoc compositional approach of applying simple composition operations to state-of-the-art neural embeddings. |
Year | Venue | Field |
|---|---|---|
2017 | EACL | Principle of compositionality,Computer science,Testbed,Herring,Natural language,Artificial intelligence,Natural language processing,Semantics |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
18 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| David J. Weir | 1 | 840 | 83.84 |
| Julie Weeds | 2 | 541 | 34.97 |
| Jeremy Reffin | 3 | 14 | 3.32 |
| thomas kober | 4 | 4 | 2.44 |