Jacob Goldberger
40 papers · 2008–2025 · 12 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (16) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(11)
🏃
Academic Marathon
(16)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(23)
🗃️
Keyword Collector
(122)
⚡
Prolific Year
(6)
📈
Trend Setter
💎
Century Club
(39)
🔥
Unstoppable
(17)
Conferences
ACL (13)
CONLL (5)
EMNLP (5)
NAACL (4)
IJCNLP (3)
COLING (2)
INTERSPEECH (2)
NIPS (2)
CVPR (1)
ECCV (1)
MIDL (1)
SEMEVAL (1)
Top co-authors
Keywords
word embedding
(6)
salience detection
(3)
text generation
(3)
word translation
(3)
embedding smoothing
(2)
multilingual word translation
(2)
auxiliary language
(2)
multi-document summarization
(2)
bilingual word embedding
(2)
noise contrastive estimation
(2)
representation learning
(2)
procrustes analysis
(2)
conformal prediction
(2)
generalized procrustes analysis
(2)
cross-lingual embedding
(2)
supervised classification
(2)
vector space
(2)
language model
(2)
proposition alignment
(2)
orthogonal mapping
(2)
Papers
Clinical Measurements with Calibrated Instance-Dependent Confidence Interval
MIDL 2025
The Power of Summary-Source Alignments
ACL 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation
ECCV 2024
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
ACL 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap
INTERSPEECH 2023
Conformal Nucleus Sampling
ACL 2023
Proposition-Level Clustering for Multi-Document Summarization
NAACL 2022
Long Context Question Answering via Supervised Contrastive Learning
NAACL 2022
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline
EMNLP 2021
Denoising Word Embeddings by Averaging in a Shared Space
ACL 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline
CONLL 2021
Denoising Word Embeddings by Averaging in a Shared Space
IJCNLP 2021
A Locally Linear Procedure for Word Translation
COLING 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
EMNLP 2020
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation
EMNLP 2019
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation
IJCNLP 2019
Multilingual word translation using auxiliary languages
IJCNLP 2019
Precise Detection in Densely Packed Scenes
CVPR 2019
Aligning Vector-spaces with Noisy Supervised Lexicon
NAACL 2019
Multilingual word translation using auxiliary languages
EMNLP 2019
Self-Normalization Properties of Language Modeling
COLING 2018
Adding New Classes without Access to the Original Training Data with Applications to Language Identification
INTERSPEECH 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
Probabilistic Modeling of Joint-context in Distributional Similarity
CONLL 2014
Focused Entailment Graphs for Open IE Propositions
CONLL 2014
PLIS: a Probabilistic Lexical Inference System
ACL 2013
Using Lexical Expansion to Learn Inference Rules from Sparse Data
ACL 2013
A Two Level Model for Context Sensitive Inference Rules
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
NIPS 2009
Contextual Preferences
ACL 2008
ICA based on a Smooth Estimation of the Differential Entropy
NIPS 2008