A Model-Based Approach to Visual Reasoning on CNLVR Dataset. - Shailaja Sampat; Joohyung Lee (KR, 2018)

Cooking With Blocks : A Recipe for Visual Reasoning on Image-Pairs. - Tejas Gokhale; Shailaja Sampat; Zhiyuan Fang; Yezhou Yang; Chitta Baral (CVPR Workshops, 2019)

Technical, Hard and Explainable Question Answering (THE-QA). - Shailaja Sampat (IJCAI, 2019)

Blocksworld Revisited: Learning and Reasoning to Generate Event-Sequences from Image Pairs. - Tejas Gokhale; Shailaja Sampat; Zhiyuan Fang; Yezhou Yang; Chitta Baral (CoRR, 2019)

Visuo-Lingustic Question Answering (VLQA) Challenge. - Shailaja Keyur Sampat; Yezhou Yang; Chitta Baral (EMNLP (Findings), 2020)

Diverse Visuo-Lingustic Question Answering (DVLQA) Challenge. - Shailaja Sampat; Yezhou Yang; Chitta Baral (CoRR, 2020)

'Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks. - Man Luo 003; Shailaja Keyur Sampat; Riley Tallman; Yankai Zeng; Manuha Vancha; Akarshan Sajja; Chitta Baral (EACL, 2021)

CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images. - Shailaja Keyur Sampat; Akshay Kumar; Yezhou Yang; Chitta Baral (NAACL-HLT, 2021)

'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks. - Man Luo 003; Shailaja Keyur Sampat; Riley Tallman; Yankai Zeng; Manuha Vancha; Akarshan Sajja; Chitta Baral (CoRR, 2021)

Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task. - Shailaja Keyur Sampat; Pratyay Banerjee; Yezhou Yang; Chitta Baral (EMNLP (Findings), 2022)

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. - Yizhong Wang; Swaroop Mishra; Pegah Alipoormolabashi; Yeganeh Kordi; Amirreza Mirzaei; Atharva Naik; Arjun Ashok; Arut Selvan Dhanasekaran; Anjana Arunkumar; David Stap; Eshaan Pathak; Giannis Karamanolakis; et al. (EMNLP, 2022)

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. - Yizhong Wang; Swaroop Mishra; Pegah Alipoormolabashi; Yeganeh Kordi; Amirreza Mirzaei; Anjana Arunkumar; Arjun Ashok; Arut Selvan Dhanasekaran; Atharva Naik; David Stap; Eshaan Pathak; Giannis Karamanolakis; et al. (CoRR, 2022)

Reasoning about Actions over Visual and Linguistic Modalities: A Survey. - Shailaja Keyur Sampat; Maitreya Patel; Subhasish Das; Yezhou Yang; Chitta Baral (CoRR, 2022)

Learning Action-Effect Dynamics from Pairs of Scene-graphs. - Shailaja Keyur Sampat; Pratyay Banerjee; Yezhou Yang; Chitta Baral (CoRR, 2022)

AutoDW: Automatic Data Wrangling Leveraging Large Language Models. - Lei Liu 061; So Hasegawa; Shailaja Keyur Sampat; Maria Xenochristou; Wei-Peng Chen; Takashi Kato; Taisei Kakibuchi; Tatsuya Asai (ASE, 2024)

Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts? - Shailaja Keyur Sampat; Maitreya Patel; Yezhou Yang; Chitta Baral (CoRR, 2024)

ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions. - Shailaja Keyur Sampat; Yezhou Yang; Chitta Baral (CoRR, 2024)

VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks. - Shailaja Keyur Sampat; Mutsumi Nakamura; Shankar Kailas; Kartik Aggarwal; Mandy Zhou; Yezhou Yang; Chitta Baral (CoRR, 2024)