Publications

SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search | In AACL-IJCNLP 2023 (Main).
Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya (2023).

nlp neurosymbolic

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction | In AACL-IJCNLP 2023 (Main).
Deepanway Ghoshal, Somak Aditya, Monojit Choudhury (2023).

PDF nlp neurosymbolic

LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI | In LREV 2023 (In Print).
Ishan Tarunesh, Somak Aditya, Monojit Choudhury (2023).

PDF Dataset nlp

Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks | In ArXiv 2023 (Under Review).
Abhinav Rao, Sachin Vashisth, Atharva Naik, Somak Aditya, Monojit Choudhury (2023).

PDF nlp

A Robust Information-Masking Approach for Domain Counterfactual Generation | In ACL 2023 (Long Paper Findings).
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumdar, Somak Aditya, Soujanya Poria (2023).

PDF Code nlp

Vector Space Interpolation for Query Expansion | In AACL-IJCNLP 2022 (Short Paper).
Deepanway Ghoshal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury (2022).

PDF nlp

Multilingual CheckList: Generation and Evaluation | In AACL-IJCNLP 2022 (Long Paper Findings).
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury (2022).

PDF nlp

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems | In AAAI 2022 Demonstrations.
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury (2022).

PDF nlp

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance | In EMNLP 2021 MRL Workshop.
Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury (2021).

PDF Dataset nlp

Predicting joint intent-slot structure | In USPTO 2021.
Somak Aditya, Sharmila Nangi Reddy, Pranil Joshi, Kushal Chawla, Bhavy Khatri, Abhinav Mishra (2021).

PDF nlp

Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task | In ArXiv 2021.
Ishan Tarunesh, Somak Aditya, Monojit Choudhury (2021).

PDF Dataset nlp

Analyzing the Nuances of Transformers' Polynomial Simplification Abilities | In ICLR 2021 MathAI.
Vishesh Agarwal, Somak Aditya, Navin Goyal (2021).

PDF Poster Video symbolicmath neurosymbolic

Creating a knowledge graph based on text-based knowledge corpora | In USPTO 2021.
Somak Aditya, Atanu Sinha (2021).

PDF nlp

TaxiNLI: Taking a Ride up the NLU Hill | In CoNLL 2020.
Pratik Joshi*, Somak Aditya*, Aalok Sathe*, Monojit Choudhury (2020).

PDF Dataset Slides nlp

Uncovering Relations for Marketing Knowledge Representation | In AAAI 2020, StarAI Workshp.
Somak Aditya, Atanu Sinha (2020).

PDF nlp

Spatial Knowledge Distillation to aid Visual Reasoning | In IEEE WACV 2019.
Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral (2019).

PDF vision nlp neurosymbolic

Knowledge and Reasoning for Image Understanding | In Ph.D Dissertation, Defended 2018.
Somak Aditya (2019).

PDF vision nlp

Integrating Knowledge and Reasoning in Image Understanding | In IJCAI 2019.
Somak Aditya, Yezhou Yang, Chitta Baral (2019).

PDF vision nlp

Explicit Reasoning over End-to-End Neural Architectures | In AAAI 2018.
Somak Aditya, Yezhou Yang, Chitta Baral (2018).

PDF Code vision nlp neurosymbolic

Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving | In UAI 2018.
Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos (2018).

PDF Code vision nlp neurosymbolic

Image Understanding using Vision and Reasoning through Scene Description Graph | In CVIU 2017.
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos (2017).

PDF vision nlp neurosymbolic

DeepIU: An Architecture for Image Understanding | In ACS, 2016.
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos (2016).

PDF Slides vision nlp

From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge | In arXiv preprint arXiv:1511.03292.
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos (2015).

PDF vision nlp

Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module. | In IJCAI, 2015.
Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral (2015).

PDF nlp neurosymbolic

Recognizing social constructs from textual conversation | In NAACL-HLT, 2015.
Somak Aditya, Chitta Baral, Nguyen Vo, Joohyung Lee, Jieping Ye, Zaw Naung, Barry Lumpkin, Jenny Hastings, Richard Scherl, Dawn M Sweet, Daniela Inclezan (2015).

PDF nlp

Identifying various kinds of event mentions in k-parser output | In NAACL-HLT 2015 Workshop on EVENTS.
Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral (2015).

PDF nlp

Visual common-sense for scene understanding using perception, semantic parsing and reasoning. | In AAAI Spring Symposium, 2015.
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos (2015).

PDF Slides vision nlp