Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
In CONLL 2024 (Main).
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
In EMNLP 2024 (Main).
Code Prompting Elicits Conditional Reasoning Abilities in Text+ Code LLMs
In EMNLP 2024 (Main).
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
In NAACL 2024 (Main, In Print).
Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks
In LREC-COLING 2024 (In Print).
STUCK IN THE QUICKSAND OF NUMERACY, FAR FROM AGI SUMMIT: EVALUATING LLMS' MATHEMATICAL COMPETENCY THROUGH ONTOLOGY-GUIDED PERTURBATIONS
In ArXiv 2024.
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
In ArXiv 2023.
SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search
In AACL-IJCNLP 2023 (Main).
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
In AACL-IJCNLP 2023 (Main).
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI
In LREV 2023 (In Print).
A Robust Information-Masking Approach for Domain Counterfactual Generation
In ACL 2023 (Long Paper Findings).
Multilingual CheckList: Generation and Evaluation
In AACL-IJCNLP 2022 (Long Paper Findings).
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
In AAAI 2022 Demonstrations.
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance
In EMNLP 2021 MRL Workshop.
Predicting joint intent-slot structure
In USPTO 2021.Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task
In ArXiv 2021.
Analyzing the Nuances of Transformers' Polynomial Simplification Abilities
In ICLR 2021 MathAI.
Spatial Knowledge Distillation to aid Visual Reasoning
In IEEE WACV 2019.
Knowledge and Reasoning for Image Understanding
In Ph.D Dissertation, Defended 2018.
Explicit Reasoning over End-to-End Neural Architectures
In AAAI 2018.
Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving
In UAI 2018.
From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge
In arXiv preprint arXiv:1511.03292.
Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module.
In IJCAI, 2015.
Identifying various kinds of event mentions in k-parser output
In NAACL-HLT 2015 Workshop on EVENTS.