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ORCIDSomak Aditya
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2020 – today
- 2024
[j2]Ishan Tarunesh
, Somak Aditya, Monojit Choudhury:
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. Lang. Resour. Evaluation 58(2): 427-458 (2024)- [c20]Abhinav Rao, Atharva Naik, Sachin Vashistha, Somak Aditya, Monojit Choudhury:
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks. LREC/COLING 2024: 16802-16830 - [c19]Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni:
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. NAACL-HLT 2024: 942-966 - [i21]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 abs/2401.09395 (2024) - [i20]Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych:
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. CoRR abs/2401.10065 (2024) - [i19]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 abs/2402.12881 (2024) - [i18]Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni:
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. CoRR abs/2402.17231 (2024) - [i17]Abhinav Rao, Monojit Choudhury, Somak Aditya:
[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs. CoRR abs/2406.12702 (2024) - 2023
- [c18]Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria:
A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) 2023: 3756-3769 - [c17]Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya:
SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search. IJCNLP (1) 2023: 83-103 - [c16]Deepanway Ghosal, Somak Aditya, Monojit Choudhury:
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. IJCNLP (1) 2023: 872-884 - [i16]Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria:
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR abs/2305.02858 (2023) - [i15]Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury:
Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks. CoRR abs/2305.14965 (2023) - [i14]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 abs/2310.00836 (2023) - 2022
- [c15]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: 13227-13229 - [c14]Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury:
Multilingual CheckList: Generation and Evaluation. AACL/IJCNLP (Findings) 2022: 282-295 - [c13]Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury:
Vector Space Interpolation for Query Expansion. AACL/IJCNLP (2) 2022: 405-410 - [i13]Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury:
Multilingual CheckList: Generation and Evaluation. CoRR abs/2203.12865 (2022) - [i12]Deepanway Ghosal, Somak Aditya, Monojit Choudhury:
Generating Intermediate Steps for NLI with Next-Step Supervision. CoRR abs/2208.14641 (2022) - 2021
- [c12]Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy:
First Workshop on Knowledge Injection in Neural Networks (KINN). CIKM 2021: 4882-4883 - [i11]Vishesh Agarwal, Somak Aditya, Navin Goyal:
Analyzing the Nuances of Transformers' Polynomial Simplification Abilities. CoRR abs/2104.14095 (2021) - [i10]Ishan Tarunesh, Somak Aditya, Monojit Choudhury:
Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task. CoRR abs/2107.07229 (2021) - [i9]Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury:
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance. CoRR abs/2110.02386 (2021) - [i8]Ishan Tarunesh, Somak Aditya, Monojit Choudhury:
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. CoRR abs/2112.02333 (2021) - 2020
- [c11]Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya:
Exploratory Navigation and Selective Reading. AAAI 2020: 13632-13633 - [c10]Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury:
TaxiNLI: Taking a Ride up the NLU Hill. CoNLL 2020: 41-55 - [i7]Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury:
TaxiNLI: Taking a Ride up the NLU Hill. CoRR abs/2009.14505 (2020)
2010 – 2019
- 2019
- [c9]Somak Aditya, Yezhou Yang, Chitta Baral:
Integrating Knowledge and Reasoning in Image Understanding. IJCAI 2019: 6252-6259 - [c8]Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral:
Spatial Knowledge Distillation to Aid Visual Reasoning. WACV 2019: 227-235 - [i6]Somak Aditya, Yezhou Yang, Chitta Baral:
Integrating Knowledge and Reasoning in Image Understanding. CoRR abs/1906.09954 (2019) - [i5]Somak Aditya, Atanu Sinha:
Uncovering Relations for Marketing Knowledge Representation. CoRR abs/1912.08374 (2019) - 2018
- [b1]Somak Aditya:
Knowledge and Reasoning for Image Understanding. Arizona State University, Tempe, USA, 2018 - [j1]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: 33-45 (2018) - [c7]Somak Aditya, Yezhou Yang, Chitta Baral:
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. AAAI 2018: 629-637 - [c6]Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos:
Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving. UAI 2018: 238-248 - [i4]Somak Aditya, Yezhou Yang, Chitta Baral:
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. CoRR abs/1803.08896 (2018) - [i3]Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral:
Spatial Knowledge Distillation to aid Visual Reasoning. CoRR abs/1812.03631 (2018) - 2017
- [c5]Somak Aditya:
Explainable Image Understanding Using Vision and Reasoning. AAAI 2017: 5028-5029 - 2016
- [i2]Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos:
Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic. CoRR abs/1611.05896 (2016) - 2015
- [c4]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 - [c3]Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral:
Identifying Various Kinds of Event Mentions in K-Parser Output. EVENTS@HLP-NAACL 2015: 82-88 - [c2]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: 1319-1325 - [c1]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: 1293-1298 - [i1]Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos:
From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge. CoRR abs/1511.03292 (2015)
Coauthor Index
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