PARSINLU: A Suite of Language Understanding Challenges for Persian, Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh.

Aspectuality Across Genre: A Distributional Semantics Approach, T. Kober, M.  Alikhani, M. Stone, M. Steedman, In Proceedings of the 28th International Conference on Computational Linguistics.

Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue, B. Khalid, M.  Alikhani, M. Stone, In Proceedings of the 28th International Conference on Computational Linguistics.

Clue: Cross-modal Coherence Modeling for Caption Generation, M. Alikhani, P. Sharma, S. Li, R. Soricut, M. Stone, In Proceedings of ACL-2020.

Discourse Coherence, Reference Grounding, and Goal-Oriented Dialogue, B. Khalid, M. Alikhani, M. Fellner,  B. McMahan, M. Stone, In Proceedings of SemDial-2020.

Intention and Attention in Image-Text Presentations: A Coherence Approach, I. Torres, K. Slusarczyk M. Alikhani, M. Stone, In Proceedings of ELM-2020.

That and There: Judging the Intent of Pointing Actions with Robotic Arms, M. Alikhani, B. Khalid, R. Shome, C. Mitash, K. Bekris, M. Stone, In Proceedings of AAAI-2020.

CITE: A Corpus of Image-Text Discourse Relations, M. Alikhani, S. Nag Chowdhury, G. de Melo, M. Stone, In Proceedings of NAACL19. 

"Caption" as a Coherence Relation: Evidence and Implications, M. Alikhani, M. Stone, In Proceedings of NAACL19, Workshop on Shortcomings in Vision and Language.

A Coherence Approach to Data-Driven Inference in Visual Communication, M. Alikhani, T.Hiippala, M. Stone, CVPR2019 Workshop on Language and Vision.

AI2D-RST: A multimodal corpus of 1000 primary school science diagrams, T. Hiippala, M. Alikhani, J. Haverinen, T. Kalliokoski, E. Logacheva, S. Orekhova, A. Tuomainen, M. Stone, J. Bateman, Language Resources and Evaluation Journal.

Arrows are the Verbs of Diagrams, M. Alikhani, M. Stone, In Proceedings of COLING2018, the 27th International Conference on Computational Linguistics. 

Exploring Coherence in Visual Explanations, M. Alikhani, M. Stone, In Proceedings of IEEE First International Workshop on Multimedia Pragmatics. 

When is Likely Unlikely: Investigating Variability of Vagueness, K. Persaud, B. McMahan, M. Alikhani, K. Pei, P. Hemmer, M. Stone, In Proceedings of the Cognitive Science Society Conference. 

Pricing complexity options, M. Alikhani, B. Kjos-Hanssen, Algorithmic Finance 2015. 

​