Ozan Irsoy
16 papers · 2014–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Cross-Pollinator (14) π Interdisciplinary Bridge π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (38)
π
Academic Marathon
(11)
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π₯
Unstoppable
(6)
π
Trend Setter
π
Century Club
(16)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(79)
Conferences
EMNLP (6)
NAACL (3)
ACL (2)
ACML (1)
EACL (1)
ICML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
dependency parsing
(3)
natural language processing
(2)
language model
(2)
conversation disentanglement
(2)
syntactic parsing
(2)
reply-to relation
(2)
sentiment analysis
(1)
domain adaptation
(1)
dimensionality reduction
(1)
knowledge distillation
(1)
natural language inference
(1)
in-context learning
(1)
question answering
(1)
named entity recognition
(1)
weakly supervised learning
(1)
approximate inference
(1)
universal dependencies
(1)
text classification
(1)
sentiment classification
(1)
text generation
(1)
Papers
Improving Instruct Models for Free: A Study on Partial Adaptation
EMNLP 2025
Academics Can Contribute to Domain-Specialized Language Models
EMNLP 2024
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies
ACL 2023
Distillation of encoder-decoder transformers for sequence labelling
EACL 2023
Weakly Supervised Headline Dependency Parsing
EMNLP 2022
Learning Syntax from Naturally-Occurring Bracketings
NAACL 2021
Disentangling Online Chats with DAG-structured LSTMs
ACL 2021
Corrected CBOW Performs as well as Skip-gram
EMNLP 2021
Disentangling Online Chats with DAG-structured LSTMs
IJCNLP 2021
Diversity-Aware Batch Active Learning for Dependency Parsing
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
NIPS 2014
Opinion Mining with Deep Recurrent Neural Networks
EMNLP 2014