Jacob Goldberger
36 papers · 2008–2025 · 11 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Full π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(21)
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(7)
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Unstoppable Β· Gold
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Century Club Β· Bronze
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Venues
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Research topics
Machine Learning
(20)
Core Methods
(12)
Learning Types Β· Machine Learning
(10)
Deep Learning
(9)
Natural Language Processing
(9)
Learning Types Β· Deep Learning
(7)
Optimization & Theory
(7)
Generation
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Applications
(4)
Application Areas
(3)
Mathematics
(3)
Resources & Methods
(3)
Bayesian & Probabilistic
(2)
Keywords
word embedding
(5)
text generation
(3)
cross-lingual embedding
(2)
multilingual word translation
(2)
representation learning
(2)
conformal prediction
(2)
multi-document summarization
(2)
language model
(2)
bilingual word embedding
(2)
salience detection
(2)
noise contrastive estimation
(2)
uncertainty quantification
(1)
belief propagation
(1)
object detection
(1)
matrix factorization
(1)
metric learning
(1)
independent component analysis
(1)
multilingual translation
(1)
ensemble learning
(1)
catastrophic forgetting
(1)
Papers
Clinical Measurements with Calibrated Instance-Dependent Confidence Interval
MIDL 2025
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation
ECCV 2024
The Power of Summary-Source Alignments
ACL 2024
Conformal Nucleus Sampling
ACL 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap
Interspeech 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
ACL 2023
Long Context Question Answering via Supervised Contrastive Learning
NAACL 2022
Proposition-Level Clustering for Multi-Document Summarization
NAACL 2022
Denoising Word Embeddings by Averaging in a Shared Space
ACL 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline
CoNLL 2021
A Locally Linear Procedure for Word Translation
COLING 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
EMNLP 2020
Aligning Vector-spaces with Noisy Supervised Lexicon
NAACL 2019
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation
EMNLP 2019
Multilingual word translation using auxiliary languages
EMNLP 2019
Precise Detection in Densely Packed Scenes
CVPR 2019
Adding New Classes without Access to the Original Training Data with Applications to Language Identification
Interspeech 2018
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
Learning to Exploit Structured Resources for Lexical Inference
CoNLL 2015
Modeling Word Meaning in Context with Substitute Vectors
NAACL 2015
Focused Entailment Graphs for Open IE Propositions
CoNLL 2014
Probabilistic Modeling of Joint-context in Distributional Similarity
CoNLL 2014
A Two Level Model for Context Sensitive Inference Rules
ACL 2013
PLIS: a Probabilistic Lexical Inference System
ACL 2013
Using Lexical Expansion to Learn Inference Rules from Sparse Data
ACL 2013
A Probabilistic Lexical Model for Ranking Textual Inferences
SemEval 2012
Efficient Tree-based Approximation for Entailment Graph Learning
ACL 2012
A Probabilistic Modeling Framework for Lexical Entailment
ACL 2011
Global Learning of Typed Entailment Rules
ACL 2011
Global Learning of Focused Entailment Graphs
ACL 2010
A Gaussian Tree Approximation for Integer Least-Squares
NeurIPS 2009
Contextual Preferences
ACL 2008
ICA based on a Smooth Estimation of the Differential Entropy
NeurIPS 2008