Andrew Drozdov
12 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(3)
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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Conference Pioneer
❓
The Questioner
🗃️
Keyword Collector
(68)
Top co-authors
Research topics
Natural Language Processing
(10)
Deep Learning
(8)
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Understanding
(5)
Architectures
(4)
Generation
(4)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Healthcare & Medicine
(1)
Keywords
constituency parsing
(4)
unsupervised parsing
(3)
large language model
(3)
recursive autoencoder
(3)
semantic parsing
(2)
unsupervised learning
(2)
few-shot learning
(2)
retrieval-augmented language model
(2)
language modeling
(1)
semi-supervised learning
(1)
sequence generation
(1)
information retrieval
(1)
syntactic parsing
(1)
multimodal learning
(1)
text generation
(1)
zero-shot learning
(1)
part-of-speech tagging
(1)
abstract meaning representation
(1)
dense retrieval
(1)
knowledge distillation
(1)
Papers
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation
ACL 2024
Compositional Semantic Parsing with Large Language Models
ICLR 2023
kNN-LM Does Not Improve Open-ended Text Generation
EMNLP 2023
PaRaDe: Passage Ranking using Demonstrations with LLMs
EMNLP 2023
Inducing and Using Alignments for Transition-based AMR Parsing
NAACL 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM
EMNLP 2022
Improved Latent Tree Induction with Distant Supervision via Span Constraints
EMNLP 2021
The impact of preprint servers in the formation of novel ideas
EMNLP 2020
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders
EMNLP 2020
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders
EMNLP 2019
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders
NAACL 2019
Emergent Communication in a Multi-Modal, Multi-Step Referential Game
ICLR 2018