Yasemin Altun
15 papers · 2003–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver
π§¬
Topic Evolution
π§
Keyword Pioneer
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(57)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core Methods
(5)
Deep Learning
(4)
Applications Β· Natural Language Processing
(4)
Core AI
(4)
Learning Types
(4)
Generation
(3)
Computer Vision
(2)
Architectures
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Applications Β· Computer Vision
(1)
Keywords
semantic parsing
(2)
chart derendering
(2)
multimodal learning
(2)
question answering
(2)
graph neural network
(2)
transfer learning
(1)
maximum entropy
(1)
semi-supervised learning
(1)
cross-lingual transfer
(1)
attention mechanism
(1)
few-shot learning
(1)
mathematical reasoning
(1)
brain-computer interface
(1)
cross-modal retrieval
(1)
knowledge base
(1)
convex optimization
(1)
synthetic data generation
(1)
motor imagery
(1)
maximum margin
(1)
multi-task learning
(1)
Papers
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches
NAACL 2024
DePlot: One-shot visual language reasoning by plot-to-table translation
ACL 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
ACL 2023
Table-To-Text generation and pre-training with TabT5
EMNLP 2022
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data
EMNLP 2021
Answering Conversational Questions on Structured Data without Logical Forms
EMNLP 2019
Generating Logical Forms from Graph Representations of Text and Entities
ACL 2019
Overcoming the Lack of Parallel Data in Sentence Compression
EMNLP 2013
Multitask Learning for Brain-Computer Interfaces
AISTATS 2010
Semi-Supervised Learning via Generalized Maximum Entropy
AISTATS 2010
Semi-Markov Models for Sequence Segmentation
EMNLP 2007
Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger
EMNLP 2006
Large Margin Methods for Structured and Interdependent Output Variables
JMLR 2005
Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech
ACL 2004
Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences
EMNLP 2003