Evaluating multi-sense embeddings for semantic resolution monolingually and in word translation.
Gábor BorbélyMárton MakraiDávid Márk NemeskeyAndrás KornaiPublished in: RepEval@ACL (2016)
Keyphrases
- sense disambiguation
- cross language information retrieval
- word sense
- word sense disambiguation
- syntactic analysis
- co occurrence
- machine translation
- ambiguous words
- wordnet
- translation model
- statistical machine translation
- english words
- bilingual dictionaries
- semantic similarity
- word similarity
- high resolution
- query translation
- semantic web
- parallel corpora
- word alignment
- information retrieval
- machine translation system
- word pairs
- semantic knowledge
- target language
- vector space
- natural language
- natural language text
- sentence level
- semantically related
- semantic features
- semantic analysis
- euclidean space
- manifold learning
- n gram
- target word
- sentence similarity
- pronominal anaphora
- dependency relations
- out of vocabulary
- semantic network
- semantic annotation
- dimensionality reduction
- similarity measure
- high level