Publications

Multilingual CheckList: Generation and Evaluation | In ArXiv 2022.
(2022).

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LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems | In AAAI 2022 Demonstrations.
(2022).

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Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance | In EMNLP 2021 MRL Workshop.
(2021).

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Predicting joint intent-slot structure | In USPTO 2021.
(2021).

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Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task | In ArXiv 2021.
(2021).

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Analyzing the Nuances of Transformers' Polynomial Simplification Abilities | In ICLR 2021 MathAI.
(2021).

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Creating a knowledge graph based on text-based knowledge corpora | In USPTO 2021.
(2021).

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TaxiNLI: Taking a Ride up the NLU Hill | In CoNLL 2020.
(2020).

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Uncovering Relations for Marketing Knowledge Representation | In AAAI 2020, StarAI Workshp.
(2020).

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Spatial Knowledge Distillation to aid Visual Reasoning | In WACV 2019.
(2019).

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Knowledge and Reasoning for Image Understanding | In Ph.D Dissertation, Defended 2018.
(2019).

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Integrating Knowledge and Reasoning in Image Understanding | In IJCAI 2019.
(2019).

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Explicit Reasoning over End-to-End Neural Architectures | In AAAI 2018.
(2018).

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Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving | In UAI 2018.
(2018).

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Image Understanding using Vision and Reasoning through Scene Description Graph | In CVIU 2017.
(2017).

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DeepIU: An Architecture for Image Understanding | In ACS, 2016.
(2016).

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From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge | In arXiv preprint arXiv:1511.03292.
(2015).

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Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module. | In IJCAI, 2015.
(2015).

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Recognizing social constructs from textual conversation | In NAACL-HLT, 2015.
(2015).

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Identifying various kinds of event mentions in k-parser output | In NAACL-HLT 2015 Workshop on EVENTS.
(2015).

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Visual common-sense for scene understanding using perception, semantic parsing and reasoning. | In AAAI Spring Symposium, 2015.
(2015).

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