Somak Aditya

Latest

• Code Prompting Elicits Conditional Reasoning Abilities in Text+ Code LLMs
• ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
• Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
• MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
• STUCK IN THE QUICKSAND OF NUMERACY, FAR FROM AGI SUMMIT: EVALUATING LLMS' MATHEMATICAL COMPETENCY THROUGH ONTOLOGY-GUIDED PERTURBATIONS
• Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
• SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search
• A Robust Information-Masking Approach for Domain Counterfactual Generation
• Multilingual CheckList: Generation and Evaluation
• Vector Space Interpolation for Query Expansion
• 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
• 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
• Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module.
• Visual common-sense for scene understanding using perception, semantic parsing and reasoning.