Somak Aditya

Latest

• A Robust Information-Masking Approach for Domain Counterfactual Generation
• Multilingual CheckList: Generation and Evaluation
• Vector Space Interpolation for Query Expansion
• Generating Intermediate Steps for NLI with Next-Step Supervision
• LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
• Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance
• Predicting joint intent-slot structure
• Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task
• Analyzing the Nuances of Transformers' Polynomial Simplification Abilities
• Creating a knowledge graph based on text-based knowledge corpora
• TaxiNLI: Taking a Ride up the NLU Hill
• Uncovering Relations for Marketing Knowledge Representation
• Integrating Knowledge and Reasoning in Image Understanding
• Knowledge and Reasoning for Image Understanding
• Spatial Knowledge Distillation to aid Visual Reasoning
• Explicit Reasoning over End-to-End Neural Architectures
• Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving
• Image Understanding using Vision and Reasoning through Scene Description Graph
• DeepIU: An Architecture for Image Understanding
• From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge
• Recognizing social constructs from textual conversation
• Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module.
• Identifying various kinds of event mentions in k-parser output
• Visual common-sense for scene understanding using perception, semantic parsing and reasoning.