← Authors

Jacob Goldberger

39 papers · 2008–2024 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (54) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (23) πŸ—ƒοΈ Keyword Collector (122) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ’Ž Century Club (39) πŸ”₯ Unstoppable (17)

Conferences

ACL (13) CONLL (5) EMNLP (5) NAACL (4) IJCNLP (3) COLING (2) INTERSPEECH (2) NIPS (2) CVPR (1) ECCV (1) SEMEVAL (1)

Top co-authors

Ido Dagan (23) Oren Melamud (8) Hagai Taitelbaum (6) Avi Caciularu (5) Mohit Bansal (4) Jonathan Berant (4) Idan Szpektor (4) Ori Shapira (4) Gal Chechik (4) Ori Ernst (4)

Keywords

word embedding (6) salience detection (3) text generation (3) word translation (3) embedding smoothing (2) auxiliary language (2) orthogonal mapping (2) multi-document summarization (2) bilingual word embedding (2) language model (2) representation learning (2) procrustes analysis (2) generalized procrustes analysis (2) multilingual word translation (2) cross-lingual embedding (2) supervised classification (2) vector space (2) noise contrastive estimation (2) proposition alignment (2) dataset creation (1)

Papers

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
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 IJCNLP 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline CONLL 2021
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations EMNLP 2020
A Locally Linear Procedure for Word Translation COLING 2020
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation IJCNLP 2019
Aligning Vector-spaces with Noisy Supervised Lexicon NAACL 2019
Precise Detection in Densely Packed Scenes CVPR 2019
Multilingual word translation using auxiliary languages EMNLP 2019
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation EMNLP 2019
Multilingual word translation using auxiliary languages IJCNLP 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
Focused Entailment Graphs for Open IE Propositions CONLL 2014
Probabilistic Modeling of Joint-context in Distributional Similarity CONLL 2014
Using Lexical Expansion to Learn Inference Rules from Sparse Data ACL 2013
A Two Level Model for Context Sensitive Inference Rules ACL 2013
PLIS: a Probabilistic Lexical Inference System 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