Somak Aditya - RankMe

62 papers A* 11A 3B 1Journal 33Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AD CoRR Ishan Sahu, Somnath Hazra, Somak Aditya, Soumyajit Dey
2026	A*	`conf`	AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models. AAAI Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee
2026	A*	`conf`	PRAGWORLD: A Benchmark Evaluating LLMs' Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics. AAAI Sachin Vashistha, Aryan Bibhuti, Atharva Naik, Martin Tutek, Somak Aditya
2025	J	`jnl`	AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models. CoRR Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee
2025	A*	`conf`	EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos. EMNLP Sourjyadip Ray, Shubham Sharma, Somak Aditya, Pawan Goyal
2025	J	`jnl`	EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos. CoRR Sourjyadip Ray, Shubham Sharma, Somak Aditya, Pawan Goyal
2025	—	`conf`	Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. ACL (Findings) Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria
2025	J	`jnl`	Harnessing Synthetic Preference Data for Enhancing Temporal Understanding of Video-LLMs. CoRR Sameep Vani, Shreyas Jena, Maitreya Patel, Chitta Baral, Somak Aditya, Yezhou Yang
2025	J	`jnl`	LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization. CoRR Koushik Viswanadha, Deepanway Ghosal, Somak Aditya
2025	—	`conf`	NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. EMNLP (Findings) Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya
2025	J	`jnl`	NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. CoRR Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya
2025	J	`jnl`	PragWorld: A Benchmark Evaluating LLMs' Local World Model under Minimal Linguistic Alterations and Conversational Dynamics. CoRR Sachin Vashistha, Aryan Bibhuti, Atharva Naik, Martin Tutek, Somak Aditya
2025	J	`jnl`	REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback. CoRR Aniruddha Roy, Pretam Ray, Abhilash Nandy, Somak Aditya, Pawan Goyal
2025	—	`conf`	SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation. NAACL (Long Papers) Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das, Somak Aditya, Monojit Choudhury
2025	J	`jnl`	SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation. CoRR Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das, Somak Aditya, Monojit Choudhury
2024	A*	`conf`	Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. EMNLP Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
2024	J	`jnl`	Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. CoRR Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
2024	A*	`conf`	ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments. EMNLP Sourjyadip Ray, Kushal Gupta, Soumi Kundu, Payal Arvind Kasat, Somak Aditya, Pawan Goyal
2024	J	`jnl`	ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments. CoRR Sourjyadip Ray, Kushal Gupta, Soumi Kundu, Payal Arvind Kasat, Somak Aditya, Pawan Goyal
2024	J	`jnl`	GRAFFORD: A Benchmark Dataset for Testing the Knowledge of Object Affordances of Language and Vision Models. CoRR Sayantan Adak, Daivik Agrawal, Animesh Mukherjee, Somak Aditya
2024	J	`jnl`	LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. Lang. Resour. Evaluation Ishan Tarunesh, Somak Aditya, Monojit Choudhury
2024	—	`conf`	MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. NAACL-HLT Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
2024	J	`jnl`	MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. CoRR Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
2024	J	`jnl`	Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
2024	—	`conf`	Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks. LREC/COLING Abhinav Rao, Atharva Naik, Sachin Vashistha, Somak Aditya, Monojit Choudhury
2024	J	`jnl`	[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs. CoRR Abhinav Rao, Monojit Choudhury, Somak Aditya
2023	—	`conf`	A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
2023	—	`conf`	Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. IJCNLP (1) Deepanway Ghosal, Somak Aditya, Monojit Choudhury
2023	J	`jnl`	ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
2023	—	`conf`	SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search. IJCNLP (1) Atharva Naik, Soumitra Das, Jyothi Vedurada, Somak Aditya
2023	J	`jnl`	Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models. CoRR Man Luo, Shrinidhi Kumbhar, Ming Shen, Mihir Parmar, Neeraj Varshney, Pratyay Banerjee, Somak Aditya, Chitta Baral
2023	J	`jnl`	Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks. CoRR Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury
2022	J	`jnl`	Generating Intermediate Steps for NLI with Next-Step Supervision. CoRR Deepanway Ghosal, Somak Aditya, Monojit Choudhury
2022	A*	`conf`	LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems. AAAI Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
2022	—	`conf`	Multilingual CheckList: Generation and Evaluation. AACL/IJCNLP (Findings) Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
2022	J	`jnl`	Multilingual CheckList: Generation and Evaluation. CoRR Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
2022	—	`conf`	Vector Space Interpolation for Query Expansion. AACL/IJCNLP (2) Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury
2021	J	`jnl`	Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance. CoRR Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury
2021	J	`jnl`	Analyzing the Nuances of Transformers' Polynomial Simplification Abilities. CoRR Vishesh Agarwal, Somak Aditya, Navin Goyal
2021	A	`conf`	First Workshop on Knowledge Injection in Neural Networks (KINN). CIKM Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy
2021	J	`jnl`	LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI. CoRR Ishan Tarunesh, Somak Aditya, Monojit Choudhury
2021	J	`jnl`	Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task. CoRR Ishan Tarunesh, Somak Aditya, Monojit Choudhury
2020	A*	`conf`	Exploratory Navigation and Selective Reading. AAAI Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya
2020	B	`conf`	TaxiNLI: Taking a Ride up the NLU Hill. CoNLL Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury
2020	J	`jnl`	TaxiNLI: Taking a Ride up the NLU Hill. CoRR Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury
2019	A*	`conf`	Integrating Knowledge and Reasoning in Image Understanding. IJCAI Somak Aditya, Yezhou Yang, Chitta Baral
2019	J	`jnl`	Integrating Knowledge and Reasoning in Image Understanding. CoRR Somak Aditya, Yezhou Yang, Chitta Baral
2019	A	`conf`	Spatial Knowledge Distillation to Aid Visual Reasoning. WACV Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
2019	J	`jnl`	Uncovering Relations for Marketing Knowledge Representation. CoRR Somak Aditya, Atanu Sinha
2018	A	`conf`	Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving. UAI Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
2018	A*	`conf`	Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. AAAI Somak Aditya, Yezhou Yang, Chitta Baral
2018	J	`jnl`	Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. CoRR Somak Aditya, Yezhou Yang, Chitta Baral
2018	J	`jnl`	Image Understanding using vision and reasoning through Scene Description Graph. Comput. Vis. Image Underst. Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller
2018	—	`—`	Knowledge and Reasoning for Image Understanding. Somak Aditya
2018	J	`jnl`	Spatial Knowledge Distillation to aid Visual Reasoning. CoRR Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
2017	A*	`conf`	Explainable Image Understanding Using Vision and Reasoning. AAAI Somak Aditya
2016	J	`jnl`	Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic. CoRR Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
2015	J	`jnl`	From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge. CoRR Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos
2015	—	`conf`	Identifying Various Kinds of Event Mentions in K-Parser Output. EVENTS@HLP-NAACL Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral
2015	—	`conf`	Recognizing Social Constructs from Textual Conversation. HLT-NAACL 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
2015	A*	`conf`	Towards Addressing the Winograd Schema Challenge - Building and Using a Semantic Parser and a Knowledge Hunting Module. IJCAI Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral
2015	—	`conf`	Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning. AAAI Spring Symposia Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos