Somak Aditya

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 38

Top Venues

CoRR

AAAI

IJCNLP (1)

IJCAI

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. NAACL-HLT (2024)
Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. CoRR (2024)
Sayantan Adak, Daivik Agrawal, Animesh Mukherjee, Somak Aditya
GRAFFORD: A Benchmark Dataset for Testing the Knowledge of Object Affordances of Language and Vision Models. CoRR (2024)
Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR (2024)
Ishan Tarunesh, Somak Aditya, Monojit Choudhury
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. Lang. Resour. Evaluation 58 (2) (2024)
Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. CoRR (2024)
Abhinav Rao, Atharva Naik, Sachin Vashistha, Somak Aditya, Monojit Choudhury
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks. LREC/COLING (2024)
Abhinav Rao, Monojit Choudhury, Somak Aditya
[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs. CoRR (2024)
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR (2023)
Man Luo, Shrinidhi Kumbhar, Ming Shen, Mihir Parmar, Neeraj Varshney, Pratyay Banerjee, Somak Aditya, Chitta Baral
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models. CoRR (2023)
Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury
Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks. CoRR (2023)
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) (2023)
Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya
SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search. IJCNLP (1) (2023)
Deepanway Ghosal, Somak Aditya, Monojit Choudhury
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. IJCNLP (1) (2023)
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems. AAAI (2022)
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Multilingual CheckList: Generation and Evaluation. CoRR (2022)
Deepanway Ghosal, Somak Aditya, Monojit Choudhury
Generating Intermediate Steps for NLI with Next-Step Supervision. CoRR (2022)
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Multilingual CheckList: Generation and Evaluation. AACL/IJCNLP (Findings) (2022)
Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury
Vector Space Interpolation for Query Expansion. AACL/IJCNLP (2) (2022)
Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance. CoRR (2021)
Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy
First Workshop on Knowledge Injection in Neural Networks (KINN). CIKM (2021)
Ishan Tarunesh, Somak Aditya, Monojit Choudhury
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. CoRR (2021)
Ishan Tarunesh, Somak Aditya, Monojit Choudhury
Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task. CoRR (2021)
Vishesh Agarwal, Somak Aditya, Navin Goyal
Analyzing the Nuances of Transformers' Polynomial Simplification Abilities. CoRR (2021)
Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya
Exploratory Navigation and Selective Reading. AAAI (2020)
Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury
TaxiNLI: Taking a Ride up the NLU Hill. CoNLL (2020)
Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury
TaxiNLI: Taking a Ride up the NLU Hill. CoRR (2020)
Somak Aditya, Yezhou Yang, Chitta Baral
Integrating Knowledge and Reasoning in Image Understanding. IJCAI (2019)
Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
Spatial Knowledge Distillation to Aid Visual Reasoning. WACV (2019)
Somak Aditya, Yezhou Yang, Chitta Baral
Integrating Knowledge and Reasoning in Image Understanding. CoRR (2019)
Somak Aditya, Atanu Sinha
Uncovering Relations for Marketing Knowledge Representation. CoRR (2019)
Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
Spatial Knowledge Distillation to aid Visual Reasoning. CoRR (2018)
Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving. UAI (2018)
Somak Aditya, Yezhou Yang, Chitta Baral
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. CoRR (2018)
Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller
Image Understanding using vision and reasoning through Scene Description Graph. Comput. Vis. Image Underst. 173 (2018)
Somak Aditya, Yezhou Yang, Chitta Baral
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. AAAI (2018)
Somak Aditya
Explainable Image Understanding Using Vision and Reasoning. AAAI (2017)
Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic. CoRR (2016)
Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral
Identifying Various Kinds of Event Mentions in K-Parser Output. EVENTS@HLP-NAACL (2015)
Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral
Towards Addressing the Winograd Schema Challenge - Building and Using a Semantic Parser and a Knowledge Hunting Module. IJCAI (2015)
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos
From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge. CoRR (2015)
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos
Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning. AAAI Spring Symposia (2015)
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
Recognizing Social Constructs from Textual Conversation. HLT-NAACL (2015)

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Publication Activity (10 Years)

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Somak Aditya