Omer Levy | Academic Influence

Omer Levy's AcademicInfluence.com Rankings

Omer Levy

Computer Science

#7254

World Rank

#7641

Historical Rank

Algorithms

#276

World Rank

#280

Historical Rank

Computational Linguistics

#1418

World Rank

#1434

Historical Rank

Database

#4316

World Rank

#4489

Historical Rank

computer-science Degrees

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Computer Science

Omer Levy's Degrees

PhD Computer Science Tel Aviv University
Masters Computer Science Tel Aviv University
Bachelors Computer Science Tel Aviv University

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Omer Levy's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

RoBERTa: A Robustly Optimized BERT Pretraining Approach (2019) (11685)
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension (2019) (4404)
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding (2018) (3649)
Neural Word Embedding as Implicit Matrix Factorization (2014) (1731)
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method (2014) (1396)
Improving Distributional Similarity with Lessons Learned from Word Embeddings (2015) (1271)
SpanBERT: Improving Pre-training by Representing and Predicting Spans (2019) (1250)
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems (2019) (1152)
What Does BERT Look at? An Analysis of BERT’s Attention (2019) (977)
Dependency-Based Word Embeddings (2014) (878)
Annotation Artifacts in Natural Language Inference Data (2018) (847)
code2vec: learning distributed representations of code (2018) (762)
Linguistic Regularities in Sparse and Explicit Word Representations (2014) (659)
Are Sixteen Heads Really Better than One? (2019) (573)
code2seq: Generating Sequences from Structured Representations of Code (2018) (479)
Zero-Shot Relation Extraction via Reading Comprehension (2017) (403)
Mask-Predict: Parallel Decoding of Conditional Masked Language Models (2019) (362)
Generalization through Memorization: Nearest Neighbor Language Models (2019) (310)
BERT for Coreference Resolution: Baselines and Analysis (2019) (245)
Do Supervised Distributional Methods Really Learn Lexical Inference Relations? (2015) (225)
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022) (218)
A general path-based representation for predicting program properties (2018) (178)
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling (2018) (170)
Emergent linguistic structure in artificial neural networks trained by self-supervision (2020) (161)
Published as a conference paper at ICLR 2018 S IMULATING A CTION D YNAMICS WITH N EURAL P ROCESS N ETWORKS (2018) (156)
Ultra-Fine Entity Typing (2018) (144)
Blockwise Self-Attention for Long Document Understanding (2019) (137)
A Simple Word Embedding Model for Lexical Substitution (2015) (109)
Deep RNNs Encode Soft Hierarchical Syntax (2018) (99)
Simulating Action Dynamics with Neural Process Networks (2017) (96)
Transformer Feed-Forward Layers Are Key-Value Memories (2020) (92)
Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation (2019) (81)
Aligned Cross Entropy for Non-Autoregressive Machine Translation (2020) (80)
Named Entity Disambiguation for Noisy Text (2017) (75)
Shared computational principles for language processing in humans and deep language models (2022) (72)
The Excitement Open Platform for Textual Inferences (2014) (71)
Structural Language Models of Code (2019) (68)
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments (2016) (64)
Improving Transformer Models by Reordering their Sublayers (2019) (57)
Few-Shot Question Answering by Pretraining Span Selection (2021) (56)
Semi-Autoregressive Training Improves Mask-Predict Decoding (2020) (53)
The Turking Test: Can Language Models Understand Instructions? (2020) (46)
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference (2018) (46)
How to Train BERT with an Academic Budget (2021) (44)
Focused Entailment Graphs for Open IE Propositions (2014) (44)
Coreference Resolution without Span Representations (2021) (37)
Recognizing Partial Textual Entailment (2013) (36)
Constant-Time Machine Translation with Conditional Masked Language Models (2019) (34)
Recurrent Additive Networks (2017) (33)
Learning to Retrieve Passages without Supervision (2021) (32)
SCROLLS: Standardized CompaRison Over Long Language Sequences (2022) (29)
Annotating Relation Inference in Context via Question Answering (2016) (28)
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum (2018) (27)
UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis (2013) (24)
LSTMs Exploit Linguistic Attributes of Data (2018) (19)
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor (2022) (18)
Structural Language Models for Any-Code Generation (2019) (15)
Transformer Language Models without Positional Encodings Still Learn Positional Information (2022) (14)
Simple Local Attentions Remain Competitive for Long-Context Tasks (2021) (12)
Instruction Induction: From Few Examples to Natural Language Task Descriptions (2022) (11)
Learning to Exploit Structured Resources for Lexical Inference (2015) (11)
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens (2021) (9)
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language (2021) (8)
Neural Machine Translation without Embeddings (2020) (7)
Teaching Machines to Learn by Metaphors (2012) (7)
A Few More Examples May Be Worth Billions of Parameters (2021) (6)
Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP (2017) (6)
ParaShoot: A Hebrew Question Answering Dataset (2021) (6)
What Do You Get When You Cross Beam Search with Nucleus Sampling? (2021) (5)
Breaking Character: Are Subwords Good Enough for MRLs After All? (2022) (5)
Scaling Laws for Generative Mixed-Modal Language Models (2023) (5)
Can Latent Alignments Improve Autoregressive Machine Translation? (2021) (4)
Reconsidering Cross-lingual Word Embeddings (2016) (4)
Proposition Knowledge Graphs (2014) (3)
Understanding large-scale software systems – structure and flows (2021) (3)
Targeting the actin nucleation promoting factor WASp provides a therapeutic approach for hematopoietic malignancies (2021) (3)
Modeling Extractive Sentence Intersection via Subtree Entailment (2016) (2)
How Optimal is Greedy Decoding for Extractive Question Answering? (2021) (2)
Causes and Cures for Interference in Multilingual Translation (2022) (2)
Word Representation (2018) (2)
LMentry: A Language Model Benchmark of Elementary Language Tasks (2022) (1)
Correspondence between the layered structure of deep language models and temporal structure of natural language processing in the human brain (2023) (1)
625 Bispecific personalized aptamer for the treatment of solid tumors (2020) (0)
Efficient transfer learning for NLP with ELECTRA (2021) (0)
Vision Transformers with Mixed-Resolution Tokenization (2023) (0)
Are Mutually Intelligible Languages Easier to Translate? (2022) (0)
Translating Akkadian to English with neural machine translation (2023) (0)
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation (2023) (0)
GLUE: A M ULTI -T ASK B ENCHMARK AND A NALYSIS P LATFORM FOR N ATURAL L ANGUAGE U NDERSTAND ING (2019) (0)
Undivide and Conquer: On Selling a Divisible and Homogeneous Good (2014) (0)
Internship: probing joint vision-and-language representations (2020) (0)
X&Fuse: Fusing Visual Information in Text-to-Image Generation (2023) (0)
Implementation, data and a trained model for the code2vec paper (2018) (0)
A Simple Baseline for Beam Search Reranking (2022) (0)

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Other Resources About Omer Levy

www.cs.tau.ac.il

What Schools Are Affiliated With Omer Levy?

Omer Levy is affiliated with the following schools: