Alexander M. Rush
23 papers · 2010–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (13)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(9)
📛
The Namer
👥
Mega-Team
(27)
⚡
Prolific Year
(7)
💎
Century Club
(23)
Conferences
EMNLP (8)
ACL (5)
NAACL (4)
AISTATS (1)
CVPR (1)
ICML (1)
IJCNLP (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
language model
(2)
model compression
(2)
state space model
(2)
attention mechanism
(1)
knowledge distillation
(1)
sequence modeling
(1)
efficient computing
(1)
image generation
(1)
token efficiency
(1)
mutual information
(1)
generative model
(1)
prompt engineering
(1)
diffusion model
(1)
variational autoencoder
(1)
latent variable
(1)
model distillation
(1)
scaling law
(1)
denoising diffusion
(1)
few-shot learning
(1)
Papers
Scaling Data-Constrained Language Models
JMLR 2025
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
NIPS 2024
Diffusion Models Without Attention
CVPR 2024
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
EMNLP 2024
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022
Avoiding Latent Variable Collapse with Generative Skip Models
AISTATS 2019
Image-to-Markup Generation with Coarse-to-Fine Attention
ICML 2017
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts
NAACL 2016
Sequence-to-Sequence Learning as Beam-Search Optimization
EMNLP 2016
Sequence-Level Knowledge Distillation
EMNLP 2016
An Embedding Model for Predicting Roll-Call Votes
EMNLP 2016
Word Ordering Without Syntax
EMNLP 2016
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
NAACL 2016
Learning Global Features for Coreference Resolution
NAACL 2016
A Neural Attention Model for Abstractive Sentence Summarization
EMNLP 2015
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
ACL 2015
Transforming Dependencies into Phrase Structures
NAACL 2015
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
IJCNLP 2015
A Constrained Viterbi Relaxation for Bidirectional Word Alignment
ACL 2014
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation
ACL 2011
Dual Decomposition for Natural Language Processing
ACL 2011
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
EMNLP 2010
Dual Decomposition for Parsing with Non-Projective Head Automata
EMNLP 2010