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← Authors

Andrew Drozdov

13 papers · 2018–2024 · 5 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (6) πŸ—ΊοΈ Taxonomy Completionist (38)
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ’Ž Century Club (13) ❓ The Questioner πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (62)

Conferences

EMNLP (7) ICLR (2) NAACL (2) ACL (1) IJCNLP (1)

Top co-authors

Mohit Iyyer (9) Andrew McCallum (9) Yi-Pei Chen (3) Patrick Verga (3) Shufan Wang (2) Subendhu Rongali (2) Razieh Rahimi (2) Tim O’Gorman (2) Denny Zhou (1) Radu Florian (1)

Keywords

constituency parsing (5) unsupervised parsing (4) recursive autoencoder (4) few-shot learning (2) large language model (2) span representation (2) phrase vector (2) retrieval-augmented language model (2) unsupervised learning (2) syntactic analysis (1) language modeling (1) information retrieval (1) semi-supervised learning (1) sequence generation (1) semantic parsing (1) text generation (1) zero-shot learning (1) novelty detection (1) demonstration learning (1) dense retrieval (1)

Papers

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024 kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023 PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023 Compositional Semantic Parsing with Large Language Models ICLR 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 Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders NAACL 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders IJCNLP 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019 Emergent Communication in a Multi-Modal, Multi-Step Referential Game ICLR 2018