259 citations · 1.2k across the 111 of their papers we have counts for
5 papers · 2 filters
Representing Sentences as Low-Rank Subspaces
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Sentences are important semantic units of natural language. A generic, distributional representation of sentences that can capture the latent semantics is beneficial to multiple do…
Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology
Tarek Sakakini, Suma Bhat, Pramod Viswanath
We present an unsupervised and language-agnostic method for learning root-and-pattern morphology in Semitic languages. This form of morphology, abundant in Semitic languages, has n…
Prepositions in Context
Hongyu Gong, Jiaqi Mu, Suma Bhat +1
Prepositions are highly polysemous, and their variegated senses encode significant semantic information. In this paper we match each preposition's complement and attachment and the…
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
Tarek Sakakini, Suma Bhat, Pramod Viswanath
We present in this paper a novel framework for morpheme segmentation which uses the morpho-syntactic regularities preserved by word representations, in addition to orthographic fea…
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Real-valued word representations have transformed NLP applications; popular examples are word2vec and GloVe, recognized for their ability to capture linguistic regularities. In thi…