Amos Azaria
Amos Azaria wrote 2 of the papers Mova reads, in 2018–2021, most of them on Word sense disambiguation; often with Anusha Prakash, Bishan Yang, Igor Labutov.
OpenAlex · ORCID · h-index 23 · 2684 citations · 158 works — openalex, 2026-10-18
Topics: Word sense disambiguation 1
Papers
- Word Sense Induction with Attentive Context Clustering (2021)
ACCWSI induces the senses of an ambiguous lemma without a large pretrained model. A small word2vec model is trained on the corpus; for each sentence with the query lemma, cosine similarity between the lemma vector and each context word gives softmax weights, and the weighted sum is a context-aware vector. These… - Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds (2018)
TextWorldsQA is generated, not collected: five simulated worlds (a university, a workplace with meetings, a shopping/chores world and others), each with entity classes and unary-to-ternary relations; every simulation step adds or changes facts and is verbalised as a first-person sentence with varied referring…
Co-authors (5)
- Anusha Prakash
- Bishan Yang
- Igor Labutov
- Moshe Stekel
- Shai Gordin
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