Deepanway Ghosal

DEEPANWAY GHOSAL

PhD Student, Singapore University of Technology and Design

Contact Address:
2.717, SUTD
8 Somapah Road, Singapore 487372

Email / Google Scholar / Twitter / GitHub

I am a fourth-year PhD student at the Singapore University of Technology and Design advised by Soujanya Poria. I am a member of the DeCLaRe Lab, and I also frequently collaborate with Rada Mihalcea from the University of Michigan. My primary research interest is in the areas of reasoning with language models and multimodality.

Previously, I was a research fellow in the School of Computer Science and Engineering at NTU Singapore. I completed my undergraduate degree from the Indian Institute of Technology Patna, where I was advised by Prof. Asif Ekbal and Prof. Pushpak Bhattacharya.

I have previously worked as a student researcher at PayPal, Microsoft Research, and Google Research.

SELECTED PAPERS

Full List: Google Scholar

Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning
Deepanway Ghosal, Vernon Toh Yan Han, Chia Yew Ken, Soujanya Poria
Preprint 2024
paper / code and data
Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations
Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
Preprint 2024
paper / data
ReTAG: Reasoning Aware Table to Analytic Text Generation
Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
EMNLP 2023
paper
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
EMNLP 2023
paper / code
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
ACMMM 2023
paper / code / demo
PROVER: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
Deepanway Ghosal, Somak Aditya, Monojit Choudhury
IJCNLP-AACL 2023
paper / code
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
EMNLP 2022
paper / code
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
ACL 2022
paper / code
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
SIGDIAL 2021
paper / code
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
ACL 2020
paper / code
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh
EMNLP 2019
paper / code

Last Updated: March 06, 2024