| 2024 | NAACL | Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches. | Averi Nowak, Francesco Piccinno, Yasemin Altun |
| 2023 | ACL | DePlot: One-shot visual language reasoning by plot-to-table translation. | Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun |
| 2023 | ACL | MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. | Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos |
| 2022 | EMNLP | Table-To-Text generation and pre-training with TabT5. | Ewa Andrejczuk, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Yasemin Altun |
| 2022 | SIGdial | LAD: Language Models as Data for Zero-Shot Dialog. | Shikib Mehri, Yasemin Altun, Maxine Esknazi |
| 2021 | EMNLP | Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data. | Massimo Nicosia, Zhongdi Qu, Yasemin Altun |
| 2019 | ACL | Generating Logical Forms from Graph Representations of Text and Entities. | Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun |
| 2019 | EMNLP | Answering Conversational Questions on Structured Data without Logical Forms. | Thomas Mller, Francesco Piccinno, Peter Shaw, Massimo Nicosia, Yasemin Altun |
| 2014 | WWW | Discovering emerging entities with ambiguous names. | Johannes Hoffart, Yasemin Altun, Gerhard Weikum |
| 2013 | EMNLP | Overcoming the Lack of Parallel Data in Sentence Compression. | Katja Filippova, Yasemin Altun |
| 2010 | AAAI | Relative Entropy Policy Search. | Jan Peters, Katharina Mlling, Yasemin Altun |
| 2010 | IROS | Learning probabilistic discriminative models of grasp affordances under limited supervision. | Ayse Erkan, Oliver Kroemer, Renaud Detry, Yasemin Altun, Justus H. Piater, Jan Peters |
| 2010 | RECOMB | Leveraging Sequence Classification by Taxonomy-Based Multitask Learning. | Christian Widmer, Jose Leiva, Yasemin Altun, Gunnar Rtsch |
| 2009 | CVPR | Learning similarity measure for multi-modal 3D image registration. | Daewon Lee, Matthias Hofmann, Florian Steinke, Yasemin Altun, Nathan D. Cahill, Bernhard Schlkopf |
| 2007 | EMNLP | Semi-Markov Models for Sequence Segmentation. | Qinfeng Shi, Yasemin Altun, Alexander J. Smola, S. V. N. Vishwanathan |
| 2006 | COLT | Unifying Divergence Minimization and Statistical Inference Via Convex Duality. | Yasemin Altun, Alexander J. Smola |
| 2006 | EMNLP | Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger. | Massimiliano Ciaramita, Yasemin Altun |
| 2004 | ACL | Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech. | Michelle L. Gregory, Yasemin Altun |
| 2004 | ICML | Gaussian process classification for segmenting and annotating sequences. | Yasemin Altun, Thomas Hofmann, Alexander J. Smola |
| 2004 | ICML | Support vector machine learning for interdependent and structured output spaces. | Ioannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims, Yasemin Altun |
| 2004 | UAI | Exponential Families for Conditional Random Fields. | Yasemin Altun, Alexander J. Smola, Thomas Hofmann |
| 2003 | EMNLP | Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences. | Yasemin Altun, Mark Johnson, Thomas Hofmann |
| 2003 | ICML | Hidden Markov Support Vector Machines. | Yasemin Altun, Ioannis Tsochantaridis, Thomas Hofmann |
| 2003 | Interspeech | Large margin methods for label sequence learning. | Yasemin Altun, Thomas Hofmann |