Oren Melamud
12 papers · 2013–2019 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (6) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(7)
π
Century Club
(12)
Conferences
ACL (3)
NAACL (3)
CONLL (2)
EMNLP (2)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
few-shot learning
(2)
text classification
(2)
unsupervised pre-training
(2)
noise contrastive estimation
(2)
word embedding
(2)
annotator rationale
(2)
low-shot learning
(2)
skip-gram model
(1)
generative model
(1)
language model
(1)
softmax normalization
(1)
dependency measure
(1)
word vocabulary
(1)
jensen-shannon divergence
(1)
negative sampling
(1)
neural language model
(1)
clinical nlp
(1)
matrix factorization
(1)
synthetic clinical note
(1)
language modeling
(1)
Papers
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification
IJCNLP 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification
EMNLP 2019
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models
NAACL 2019
Self-Normalization Properties of Language Modeling
COLING 2018
A Simple Language Model based on PMI Matrix Approximations
EMNLP 2017
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
ACL 2017
context2vec: Learning Generic Context Embedding with Bidirectional LSTM
CONLL 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings
NAACL 2016
Modeling Word Meaning in Context with Substitute Vectors
NAACL 2015
Probabilistic Modeling of Joint-context in Distributional Similarity
CONLL 2014
A Two Level Model for Context Sensitive Inference Rules
ACL 2013
Using Lexical Expansion to Learn Inference Rules from Sparse Data
ACL 2013