Somak Aditya

According to our database, Somak Aditya authored at least 35 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni

CoRR, 2024

GRAFFORD: A Benchmark Dataset for Testing the Knowledge of Object Affordances of Language and Vision Models.

Sayantan Adak, Daivik Agrawal, Animesh Mukherjee, Somak Aditya

CoRR, 2024

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs.

Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych

CoRR, 2024

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

CoRR, 2024

2023

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

Man Luo, Shrinidhi Kumbhar, Ming Shen, Mihir Parmar, Neeraj Varshney, Pratyay Banerjee, Somak Aditya, Chitta Baral

CoRR, 2023

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

Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury

CoRR, 2023

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

CoRR, 2023

SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search.

Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

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

Deepanway Ghosal, Somak Aditya, Monojit Choudhury

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Generating Intermediate Steps for NLI with Next-Step Supervision.

Deepanway Ghosal, Somak Aditya, Monojit Choudhury

CoRR, 2022

Multilingual CheckList: Generation and Evaluation.

Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Vector Space Interpolation for Query Expansion.

Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

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

Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

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

Ishan Tarunesh, Somak Aditya, Monojit Choudhury

CoRR, 2021

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

Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury

CoRR, 2021

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

Ishan Tarunesh, Somak Aditya, Monojit Choudhury

CoRR, 2021

Analyzing the Nuances of Transformers' Polynomial Simplification Abilities.

Vishesh Agarwal, Somak Aditya, Navin Goyal

CoRR, 2021

First Workshop on Knowledge Injection in Neural Networks (KINN).

Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

TaxiNLI: Taking a Ride up the NLU Hill.

Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Exploratory Navigation and Selective Reading.

Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Uncovering Relations for Marketing Knowledge Representation.

Somak Aditya, Atanu Sinha

CoRR, 2019

Spatial Knowledge Distillation to Aid Visual Reasoning.

Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Integrating Knowledge and Reasoning in Image Understanding.

Somak Aditya, Yezhou Yang, Chitta Baral

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Knowledge and Reasoning for Image Understanding.

Somak Aditya

PhD thesis, 2018

Image Understanding using vision and reasoning through Scene Description Graph.

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller

Comput. Vis. Image Underst., 2018

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

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering.

Somak Aditya, Yezhou Yang, Chitta Baral

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Explainable Image Understanding Using Vision and Reasoning.

Somak Aditya

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic.

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos

CoRR, 2016

2015

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

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos

CoRR, 2015

Recognizing Social Constructs from Textual Conversation.

Somak Aditya, Chitta Baral, Nguyen Ha Vo, Joohyung Lee, Jieping Ye, Zaw Naung, Barry Lumpkin, Jenny Hastings, Richard B. Scherl, Dawn M. Sweet, Daniela Inclezan

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

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

Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Identifying Various Kinds of Event Mentions in K-Parser Output.

Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral

Proceedings of the The 3rd Workshop on EVENTS: Definition, 2015

Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning.

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos

Proceedings of the 2015 AAAI Spring Symposia, 2015