Yasemin Altun
17 papers · 2003–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (21) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (33)
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Hot Topic Early Bird
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Conference Polyglot
(7)
π
Academic Marathon
(21)
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Topic Evolution
π
Century Club
(17)
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Conference Pioneer
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(59)
Conferences
EMNLP (7)
ACL (4)
AISTATS (2)
CONLL (1)
IJCNLP (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
graph neural network
(3)
knowledge base
(2)
structured datum
(2)
pointer network
(2)
semantic parsing
(2)
question answering
(2)
conversational question answering
(2)
chart derendering
(2)
multimodal learning
(2)
transfer learning
(1)
maximum entropy
(1)
zero-shot learning
(1)
cross-lingual transfer
(1)
cross-modal retrieval
(1)
attention mechanism
(1)
few-shot learning
(1)
synthetic data generation
(1)
brain-computer interface
(1)
motor imagery
(1)
mathematical reasoning
(1)
Papers
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches
NAACL 2024
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
ACL 2023
DePlot: One-shot visual language reasoning by plot-to-table translation
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
Answering Conversational Questions on Structured Data without Logical Forms
IJCNLP 2019
Overcoming the Lack of Parallel Data in Sentence Compression
EMNLP 2013
Semi-Supervised Learning via Generalized Maximum Entropy
AISTATS 2010
Multitask Learning for Brain-Computer Interfaces
AISTATS 2010
Semi-Markov Models for Sequence Segmentation
EMNLP 2007
Semi-Markov Models for Sequence Segmentation
CONLL 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