COSMic: A Coherence-Aware Generation Metric for Image Descriptions,  Mert Inan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone and Malihe Alikhani, EMNLP, 2021.

Signed Coreference Resolution,  Kayo Yin, Kenneth DeHaan, and Malihe Alikhani, EMNLP, 2021.

Abg-CoQA: Resolving Ambiguities in Conversational Question Answering,  Meiqi Guo, Siva Reddy, Malihe Alikhani, AKBC, 2021.

Words of Wisdom: Representational Harms in Learning from AI Communication,  Amanda Buddemeyer, Erin Walker, Malihe Alikhani, Workshop on Designing Learning Technologies for Equality, Diversity and Inclusion, 2021.

Where Are We in Discourse Relation Recognition?  Kate Atwell, Jessy Li, Malihe Alikhani, SigDial 2021.

Examining Covert Gender Bias: A Case Study in Turkish and English Machine Translation Models, Chloe Ciora, Nur Iren and Malihe Alikhani, INLG, 2021. **Best Theme Paper Award**

Towards Designing Enthusiastic AI Agents, Carla Viegas, Malihe Alikhani, 21st ACM International Conference on Intelligent Virtual Agents, 2021. **Honorable Mention**

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., TACL 2021

Including Signed Languages in Natural Language Processing, Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg and Malihe Alikhani, ACL-IJCNLP 2021. **Best Theme Paper Award**

Entheos: A Multimodal Dataset for Studying Enthusiasm, Carla Viegas and Malihe Alikhani, ACL-IJCNLP 2021.

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. 

​

Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models,  Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal.

Political Ideology and Polarization of Policy Positions: A Multi-dimensional Approach,  Barea Sinno, Bernardo Oviedo, Katherine Atwell, Malihe Alikhani, Junyi Jessy Li.

Cross-Modal Coherence for Text-to-Image Retrieval  Malihe Alikhani , Fangda Han , Hareesh Ravi , Mubbasir Kapadia, Vladimir Pavlovic , Matthew Stone 

NAREOR: The Narrative Reordering Problem,  Varun Gangal, Steven Y. Feng, Malihe Alikhani, Teruko Mitamura, Eduard Hovy