Ozan Irsoy
15 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Keyword Collector
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Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Core Methods
(7)
Deep Learning
(6)
Understanding
(6)
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(4)
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(4)
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Generation
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(1)
Keywords
dependency parsing
(3)
language model
(2)
natural language processing
(2)
syntactic parsing
(2)
hierarchical representation
(2)
sentiment analysis
(1)
domain adaptation
(1)
dimensionality reduction
(1)
knowledge distillation
(1)
weakly supervised learning
(1)
natural language inference
(1)
in-context learning
(1)
question answering
(1)
named entity recognition
(1)
approximate inference
(1)
universal dependencies
(1)
text classification
(1)
text generation
(1)
sentiment classification
(1)
few-shot learning
(1)
Papers
Improving Instruct Models for Free: A Study on Partial Adaptation
EMNLP 2025
Academics Can Contribute to Domain-Specialized Language Models
EMNLP 2024
Distillation of encoder-decoder transformers for sequence labelling
EACL 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies
ACL 2023
Weakly Supervised Headline Dependency Parsing
EMNLP 2022
Corrected CBOW Performs as well as Skip-gram
EMNLP 2021
Disentangling Online Chats with DAG-structured LSTMs
ACL 2021
Diversity-Aware Batch Active Learning for Dependency Parsing
NAACL 2021
Learning Syntax from Naturally-Occurring Bracketings
NAACL 2021
Semantic Role Labeling as Syntactic Dependency Parsing
EMNLP 2020
Collective Entity Disambiguation with Structured Gradient Tree Boosting
NAACL 2018
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
ICML 2016
Autoencoder Trees
ACML 2015
Deep Recursive Neural Networks for Compositionality in Language
NeurIPS 2014
Opinion Mining with Deep Recurrent Neural Networks
EMNLP 2014