Publications

MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

In NAACL 2024 (Main, In Print).
PDF Code Project nlp neurosymbolic

Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks

In LREC-COLING 2024 (In Print).
PDF Code nlp

Code Prompting Elicits Conditional Reasoning Abilities in Text+ Code LLMs

In ArXiv 2024.
PDF Code nlp

STUCK IN THE QUICKSAND OF NUMERACY, FAR FROM AGI SUMMIT: EVALUATING LLMS' MATHEMATICAL COMPETENCY THROUGH ONTOLOGY-GUIDED PERTURBATIONS

In ArXiv 2024.
PDF Code nlp symbolicmath

Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models

In ArXiv 2023.
PDF Code Dataset nlp

SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search

In AACL-IJCNLP 2023 (Main).
PDF Code nlp neurosymbolic

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction

In AACL-IJCNLP 2023 (Main).
PDF Code Poster nlp neurosymbolic

LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI

In LREV 2023 (In Print).
PDF Dataset nlp

A Robust Information-Masking Approach for Domain Counterfactual Generation

In ACL 2023 (Long Paper Findings).
PDF Code nlp

Vector Space Interpolation for Query Expansion

In AACL-IJCNLP 2022 (Short Paper).
PDF nlp

Multilingual CheckList: Generation and Evaluation

In AACL-IJCNLP 2022 (Long Paper Findings).
PDF nlp

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems

In AAAI 2022 Demonstrations.
PDF Project nlp

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance

In EMNLP 2021 MRL Workshop.
PDF Dataset nlp

Predicting joint intent-slot structure

In USPTO 2021.
PDF nlp

Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task

In ArXiv 2021.
PDF Dataset nlp

Analyzing the Nuances of Transformers' Polynomial Simplification Abilities

In ICLR 2021 MathAI.
PDF Poster Video symbolicmath neurosymbolic

Creating a knowledge graph based on text-based knowledge corpora

In USPTO 2021.
PDF nlp

TaxiNLI: Taking a Ride up the NLU Hill

In CoNLL 2020.
PDF Slides Dataset nlp

Uncovering Relations for Marketing Knowledge Representation

In AAAI 2020, StarAI Workshp.
PDF nlp

Spatial Knowledge Distillation to aid Visual Reasoning

In IEEE WACV 2019.
PDF vision nlp neurosymbolic

Knowledge and Reasoning for Image Understanding

In Ph.D Dissertation, Defended 2018.
PDF vision nlp

Integrating Knowledge and Reasoning in Image Understanding

In IJCAI 2019.
PDF vision nlp

Explicit Reasoning over End-to-End Neural Architectures

In AAAI 2018.
PDF Code Project vision nlp neurosymbolic

Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving

In UAI 2018.
PDF Code Project vision nlp neurosymbolic

Image Understanding using Vision and Reasoning through Scene Description Graph

In CVIU 2017.
PDF Project vision nlp neurosymbolic

DeepIU: An Architecture for Image Understanding

In ACS, 2016.
PDF Project Slides vision nlp

From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge

In arXiv preprint arXiv:1511.03292.
PDF Project vision nlp

Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module.

In IJCAI, 2015.
PDF nlp neurosymbolic

Recognizing social constructs from textual conversation

Somak Aditya, Chitta Baral, Nguyen Vo, Joohyung Lee, Jieping Ye, Zaw Naung, Barry Lumpkin, Jenny Hastings, Richard Scherl, Dawn M Sweet, Daniela Inclezan
In NAACL-HLT, 2015.
PDF nlp

Identifying various kinds of event mentions in k-parser output

In NAACL-HLT 2015 Workshop on EVENTS.
PDF nlp

Visual common-sense for scene understanding using perception, semantic parsing and reasoning.

In AAAI Spring Symposium, 2015.
PDF Slides vision nlp