Soumen Chakrabarti

235 papers A* 78A 7B 4Misc 2Journal 92Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Charting the Design Space of Neural Graph Representations for Subgraph Matching. ICLR Vaibhav Raj, Indradyumna Roy, Ashwin Ramachandran, Soumen Chakrabarti, Abir De
2025	J	`jnl`	Charting the Design Space of Neural Graph Representations for Subgraph Matching. CoRR Vaibhav Raj, Indradyumna Roy, Ashwin Ramachandran, Soumen Chakrabarti, Abir De
2025	A*	`conf`	Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations. ICLR Indradyumna Roy, Eeshaan Jain, Soumen Chakrabarti, Abir De
2025	J	`jnl`	Contextual Tokenization for Graph Inverted Indices. CoRR Pritish Chakraborty, Indradyumna Roy, Soumen Chakrabarti, Abir De
2025	—	`conf`	Dense Retrieval with Quantity Comparison Intent. ACL (Findings) Prayas Agrawal, Nandeesh Kumar, Muthusamy Chelliah, Surender Kumar, Soumen Chakrabarti
2025	—	`conf`	Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. NAACL (Long Papers) Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu
2025	J	`jnl`	Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. CoRR Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu
2025	—	`conf`	Efficient Continual Pre-training of LLMs for Low-resource Languages. NAACL (Industry Track) Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee, Niloy Ganguly
2025	—	`conf`	Graph Regularized Encoder Training for Extreme Classification. WWW (Companion Volume) Anshul Mittal, Shikhar Mohan, Deepak Saini, Siddarth Asokan, Suchith Chidananda Prabhu, Lakshya Kumar, Pankaj Malhotra, Jian Jiao, Amit Singh, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
2025	—	`conf`	Graph Representation of Tables+Text and Compact Subgraph Retrieval for QA Tasks. ECIR (1) Vishwajeet Kumar, Jaydeep Sen, Bhawna Chelani, Soumen Chakrabarti
2025	J	`jnl`	Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval. CoRR Ashwin Ramachandran, Vaibhav Raj, Indrayumna Roy, Soumen Chakrabarti, Abir De
2025	—	`conf`	MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs. ACL (Findings) Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2025	—	`conf`	Position: Graph Matching Systems Deserve Better Benchmarks. ICML (Position Papers) Indradyumna Roy, Saswat Meher, Eeshaan Jain, Soumen Chakrabarti, Abir De
2025	A	`conf`	Retrieval of Graph Structured Objects: Theory and Applications. CIKM Indradyumna Roy, Soumen Chakrabarti, Abir De
2024	—	`conf`	Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs. EMNLP (Findings) Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2024	J	`jnl`	Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs. CoRR Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2024	J	`jnl`	Efficient Continual Pre-training of LLMs for Low-resource Languages. CoRR Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee, Niloy Ganguly
2024	A*	`conf`	Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. AAAI Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
2024	A*	`conf`	Graph Edit Distance with General Costs Using Neural Set Divergence. NeurIPS Eeshaan Jain, Indradyumna Roy, Saswat Meher, Soumen Chakrabarti, Abir De
2024	J	`jnl`	Graph Edit Distance with General Costs Using Neural Set Divergence. CoRR Eeshaan Jain, Indradyumna Roy, Saswat Meher, Soumen Chakrabarti, Abir De
2024	J	`jnl`	Graph Regularized Encoder Training for Extreme Classification. CoRR Anshul Mittal, Shikhar Mohan, Deepak Saini, Suchith C. Prabhu, Jian Jiao, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
2024	J	`jnl`	How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. CoRR Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2024	J	`jnl`	How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. Trans. Mach. Learn. Res. Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2024	A*	`conf`	Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval. NeurIPS Ashwin Ramachandran, Vaibhav Raj, Indradyumna Roy, Soumen Chakrabarti, Abir De
2023	A*	`conf`	CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. EMNLP Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti
2023	J	`jnl`	CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. CoRR Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti
2023	J	`jnl`	CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation. CoRR Harshvardhan Srivastava, Kanav Pruthi, Soumen Chakrabarti, Mausam
2023	—	`conf`	Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks. ACL (Findings) Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2023	J	`jnl`	Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. CoRR Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
2023	J	`jnl`	Incomplete Gamma Integrals for Deep Cascade Prediction Using Content, Network, and Exogenous Signals. IEEE Trans. Knowl. Data Eng. Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
2023	A*	`conf`	Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search. NeurIPS Indradyumna Roy, Rishi Agarwal, Soumen Chakrabarti, Anirban Dasgupta, Abir De
2023	—	`conf`	Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering. ACL (1) Vishwajeet Kumar, Yash Gupta, Saneem A. Chemmengath, Jaydeep Sen, Soumen Chakrabarti, Samarth Bharadwaj, Feifei Pan
2023	A*	`conf`	Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. EMNLP Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
2023	J	`jnl`	Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. CoRR Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
2023	A*	`conf`	Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers. AAAI Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi
2023	J	`jnl`	Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers. CoRR Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi
2023	J	`jnl`	Transfer Learning for Low-Resource Multilingual Relation Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2023	A	`conf`	TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs. EACL Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha P. Talukdar, Soumen Chakrabarti
2023	—	`conf`	mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. ACL (2) Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam
2022	—	`conf`	AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. NAACL-HLT (Industry Papers) Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2022	—	`conf`	Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction. ACL (1) Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal, Soumen Chakrabarti, Mausam
2022	A*	`conf`	Deep Knowledge Graph Representation Learning for Completion, Alignment, and Question Answering. SIGIR Soumen Chakrabarti
2022	A*	`conf`	Interpretable Neural Subgraph Matching for Graph Retrieval. AAAI Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De
2022	A*	`conf`	Joint Completion and Alignment of Multilingual Knowledge Graphs. EMNLP Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam
2022	A*	`conf`	Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. NeurIPS Indradyumna Roy, Soumen Chakrabarti, Abir De
2022	J	`jnl`	Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. CoRR Indradyumna Roy, Soumen Chakrabarti, Abir De
2022	A*	`conf`	Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. NeurIPS Abir De, Soumen Chakrabarti
2022	J	`jnl`	Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. CoRR Abir De, Soumen Chakrabarti
2022	A	`conf`	Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. WSDM Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
2022	J	`jnl`	Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. CoRR Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
2022	J	`jnl`	TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs. CoRR Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha P. Talukdar, Soumen Chakrabarti
2022	A*	`conf`	VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis. ICML Tathagat Verma, Abir De, Yateesh Agrawal, Vishwa Vinay, Soumen Chakrabarti
2022	J	`jnl`	mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. CoRR Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam
2021	J	`jnl`	A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification. CoRR Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2021	B	`conf`	A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification. CoNLL Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
2021	J	`jnl`	AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. CoRR Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2021	A*	`conf`	Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. NeurIPS Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
2021	J	`jnl`	Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. CoRR Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
2021	A*	`conf`	Adversarial Permutation Guided Node Representations for Link Prediction. AAAI Indradyumna Roy, Abir De, Soumen Chakrabarti
2021	A*	`conf`	Differentially Private Link Prediction with Protected Connections. AAAI Abir De, Soumen Chakrabarti
2021	J	`jnl`	Incomplete Gamma Integrals for Deep Cascade Prediction using Content, Network, and Exogenous Signals. CoRR Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
2021	J	`jnl`	Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy. CoRR Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti
2021	A	`conf`	Integrating Transductive and Inductive Embeddings Improves Link Prediction Accuracy. CIKM Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti
2021	—	`conf`	Joint Autoregressive and Graph Models for Software and Developer Social Networks. ECIR (1) Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2021	J	`jnl`	Joint Autoregressive and Graph Models for Software and Developer Social Networks. CoRR Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2021	J	`jnl`	Multi-Instance Training for Question Answering Across Table and Linked Text. CoRR Vishwajeet Kumar, Saneem A. Chemmengath, Yash Gupta, Jaydeep Sen, Samarth Bharadwaj, Soumen Chakrabarti
2021	—	`conf`	Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment. AKBC Harkanwar Singh, Soumen Chakrabarti, Prachi Jain, Sharod Roy Choudhury, Mausam
2021	J	`jnl`	Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment. CoRR Harkanwar Singh, Prachi Jain, Mausam, Soumen Chakrabarti
2021	—	`conf`	Question Answering Over Temporal Knowledge Graphs. ACL/IJCNLP (1) Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar
2021	J	`jnl`	Question Answering Over Temporal Knowledge Graphs. CoRR Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar
2021	A*	`conf`	Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. NeurIPS Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
2021	J	`jnl`	Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. CoRR Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
2021	A*	`conf`	Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. SIGIR Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti
2021	J	`jnl`	Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. CoRR Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti
2021	—	`conf`	Topic Transferable Table Question Answering. EMNLP (1) Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
2021	J	`jnl`	Topic Transferable Table Question Answering. CoRR Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
2020	J	`jnl`	Adversarial Permutation Guided Node Representations for Link Prediction. CoRR Indradyumna Roy, Abir De, Soumen Chakrabarti
2020	J	`jnl`	Analysis of reference and citation copying in evolving bibliographic networks. J. Informetrics Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2020	A*	`conf`	Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. KDD Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
2020	J	`jnl`	Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. CoRR Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
2020	A*	`conf`	Deep Neural Matching Models for Graph Retrieval. SIGIR Kunal Goyal, Utkarsh Gupta, Abir De, Soumen Chakrabarti
2020	A*	`conf`	IMoJIE: Iterative Memory-Based Joint Open Information Extraction. ACL Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti
2020	J	`jnl`	IMoJIE: Iterative Memory-Based Joint Open Information Extraction. CoRR Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti
2020	A*	`conf`	Interpretable Complex Question Answering. WWW Soumen Chakrabarti
2020	J	`jnl`	Knowledge Base Completion: Baseline strikes back (Again). CoRR Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
2020	—	`conf`	NLP Service APIs and Models for Efficient Registration of New Clients. EMNLP (Findings) Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
2020	J	`jnl`	NLP Service APIs and Models for Efficient Registration of New Clients. CoRR Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
2020	J	`jnl`	On Computing Entity Relatedness in Wikipedia, with Applications. Knowl. Based Syst. Marco Ponza, Paolo Ferragina, Soumen Chakrabarti
2020	—	`conf`	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. EMNLP (1) Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti
2020	J	`jnl`	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. CoRR Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti
2020	—	`conf`	Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. EMNLP (1) Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
2020	J	`jnl`	Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. CoRR Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
2020	—	`conf`	The Kauwa-Kaate Fake News Detection System: Demo. COMAD/CODS Abhishek Bagade, Ashwini Pale, Shreyans Sheth, Megha Agarwal, Soumen Chakrabarti, Kameswari Chebrolu, S. Sudarshan
2019	A*	`conf`	A Deep Generative Model for Code Switched Text. IJCAI Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti
2019	J	`jnl`	A Deep Generative Model for Code-Switched Text. CoRR Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti
2019	J	`jnl`	Analysis of Reference and Citation Copying in Evolving Bibliographic Networks. CoRR Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2019	—	`conf`	Automated Early Leaderboard Generation from Comparative Tables. ECIR (1) Mayank Singh, Rajdeep Sarkar, Atharva Vyas, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2019	J	`jnl`	Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs. Trans. Assoc. Comput. Linguistics Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti
2019	A*	`conf`	GIRNet: Interleaved Multi-Task Recurrent State Sequence Models. AAAI Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti
2019	—	`conf`	Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. ACL (1) Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti
2019	J	`jnl`	Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. CoRR Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti
2019	J	`jnl`	Learning Linear Influence Models in Social Networks from Transient Opinion Dynamics. ACM Trans. Web Abir De, Sourangshu Bhattacharya, Parantapa Bhattacharya, Niloy Ganguly, Soumen Chakrabarti
2019	—	`conf`	Multi-task Learning for Target-Dependent Sentiment Classification. PAKDD (1) Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2019	J	`jnl`	Multi-task Learning for Target-dependent Sentiment Classification. CoRR Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty
2019	A*	`conf`	Neural Program Induction for KBQA Without Gold Programs or Query Annotations. IJCAI Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti
2019	J	`jnl`	Neural architecture for question answering using a knowledge graph and web corpus. Inf. Retr. J. Uma Sawant, Saurabh Garg, Soumen Chakrabarti, Ganesh Ramakrishnan
2019	J	`jnl`	Privacy Preserving Link Prediction with Latent Geometric Network Models. CoRR Abir De, Soumen Chakrabarti
2019	J	`jnl`	Scene Graph based Image Retrieval - A case study on the CLEVR Dataset. CoRR Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra
2019	—	`conf`	Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. ACL (1) Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti
2019	J	`jnl`	Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. CoRR Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti
2018	J	`jnl`	"Open-domain question answering using a knowledge graph and web corpus" by Uma Sawant, Soumen Chakrabarti and Ganesh Ramakrishnan with Martin Vesely as coordinator. SIGWEB Newsl. Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan
2018	—	`ch.`	Focused Web Crawling. Encyclopedia of Database Systems (2nd ed.) Soumen Chakrabarti
2018	J	`jnl`	GIRNet: Interleaved Multi-Task Recurrent State Sequence Models. CoRR Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti
2018	—	`conf`	Generalizing Across Domains via Cross-Gradient Training. ICLR (Poster) Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
2018	J	`jnl`	Generalizing Across Domains via Cross-Gradient Training. CoRR Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
2018	A*	`conf`	Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between. SIGIR Soumen Chakrabarti
2018	A*	`conf`	Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference. IJCAI Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti
2018	A*	`conf`	New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. SIGIR Sandeep Subramanian, Soumen Chakrabarti
2018	J	`jnl`	New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. CoRR Sandeep Subramanian, Soumen Chakrabarti
2018	J	`jnl`	Ranking State-of-the-art Papers via Incomplete Tournaments Induced by Citations from Performance Tables. CoRR Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2018	A*	`conf`	Task-Specific Representation Learning for Web-Scale Entity Disambiguation. AAAI Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti
2018	—	`conf`	Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. ACL (2) Prachi Jain, Pankaj Kumar, Mausam, Soumen Chakrabarti
2017	A	`conf`	A Two-Stage Framework for Computing Entity Relatedness in Wikipedia. CIKM Marco Ponza, Paolo Ferragina, Soumen Chakrabarti
2017	A*	`conf`	Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading. IJCAI Sachin Kumar, Soumen Chakrabarti, Shourya Roy
2017	J	`jnl`	Joint Matrix-Tensor Factorization for Knowledge Base Inference. CoRR Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti
2017	J	`jnl`	More Accurate Entity Ranking Using Knowledge Graph and Web Corpus. CoRR Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan
2017	A*	`conf`	Relay-Linking Models for Prominence and Obsolescence in Evolving Networks. KDD Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2016	—	`conf`	Collective Entity Resolution with Multi-Focal Attention. ACL (1) Amir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringgaard, Fernando Pereira
2016	J	`jnl`	Discriminative Link Prediction using Local, Community, and Global Signals. IEEE Trans. Knowl. Data Eng. Abir De, Sourangshu Bhattacharya, Sourav Sarkar, Niloy Ganguly, Soumen Chakrabarti
2016	J	`jnl`	Relay-Linking Models for Prominence and Obsolescence in Evolving Networks. CoRR Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2015	J	`jnl`	Sic Transit Gloria Manuscriptum: Two Views of the Aggregate Fate of Ancient Papers. CoRR Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
2014	A*	`conf`	Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries. EMNLP Mandar Joshi, Uma Sawant, Soumen Chakrabarti
2014	A	`conf`	Learning a Linear Influence Model from Transient Opinion Dynamics. CIKM Abir De, Sourangshu Bhattacharya, Parantapa Bhattacharya, Niloy Ganguly, Soumen Chakrabarti
2014	A*	`conf`	Open-domain quantity queries on web tables: annotation, response, and consensus models. KDD Sunita Sarawagi, Soumen Chakrabarti
2013	J	`jnl`	Data-based research at IIT Bombay. SIGMOD Rec. Soumen Chakrabarti, Ganesh Ramakrishnan, Krithi Ramamritham, Sunita Sarawagi, S. Sudarshan
2013	A*	`conf`	Discriminative Link Prediction Using Local Links, Node Features and Community Structure. ICDM Abir De, Niloy Ganguly, Soumen Chakrabarti
2013	J	`jnl`	Discriminative Link Prediction using Local Links, Node Features and Community Structure. CoRR Abir De, Niloy Ganguly, Soumen Chakrabarti
2013	J	`jnl`	Features and Aggregators for Web-scale Entity Search CoRR Uma Sawant, Soumen Chakrabarti
2013	A*	`conf`	Joint Bootstrapping of Corpus Annotations and Entity Types. EMNLP Hrushikesh Mohapatra, Siddhanth Jain, Soumen Chakrabarti
2013	A*	`conf`	Learning joint query interpretation and response ranking. WWW Uma Sawant, Soumen Chakrabarti
2013	Misc	`conf`	Web-scale entity annotation using MapReduce. HiPC Shashank Gupta, Varun Chandramouli, Soumen Chakrabarti
2012	A*	`conf`	Compressed data structures for annotated web search. WWW Soumen Chakrabarti, Sasidhar Kasturi, Bharath Balakrishnan, Ganesh Ramakrishnan, Rohit Saraf
2012	J	`jnl`	Learning Joint Query Interpretation and Response Ranking CoRR Uma Sawant, Soumen Chakrabarti
2011	A*	`conf`	Diversity in ranking via resistive graph centers. KDD Avinava Dubey, Soumen Chakrabarti, Chiranjib Bhattacharyya
2011	J	`jnl`	Index design and query processing for graph conductance search. VLDB J. Soumen Chakrabarti, Amit Pathak, Manish Gupta
2011	A*	`conf`	SCAD: collective discovery of attribute values. WWW Anton Bakalov, Ariel Fuxman, Partha Pratim Talukdar, Soumen Chakrabarti
2011	—	`conf`	Social media: source of information or bunch of noise. WWW (Companion Volume) Amr El Abaddi, Lars Backstrom, Soumen Chakrabarti, Alejandro Jaimes, Jure Leskovec, Andrew Tomkins
2011	—	`conf`	Web-scale entity-relation search architecture. WWW (Companion Volume) Soumen Chakrabarti, Devshree Sane, Ganesh Ramakrishnan
2010	J	`jnl`	Annotating and Searching Web Tables Using Entities, Types and Relationships. Proc. VLDB Endow. Girija Limaye, Sunita Sarawagi, Soumen Chakrabarti
2010	J	`jnl`	Enhancing Search with Structure. IEEE Data Eng. Bull. Soumen Chakrabarti, Sunita Sarawagi, S. Sudarshan
2010	Misc	`conf`	Making Web-scale Entity-Relationship Search a Reality. COMAD Soumen Chakrabarti
2010	A*	`ed.`	Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010 WWW Michael Rappa, Paul Jones, Juliana Freire, Soumen Chakrabarti
2009	A*	`conf`	Collective annotation of Wikipedia entities in web text. KDD Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, Soumen Chakrabarti
2009	A*	`conf`	Conditional Models for Non-smooth Ranking Loss Functions. ICDM Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti
2009	—	`ch.`	Focused Web Crawling. Encyclopedia of Database Systems Soumen Chakrabarti
2009	A*	`conf`	Learning to rank for quantity consensus queries. SIGIR Somnath Banerjee, Soumen Chakrabarti, Ganesh Ramakrishnan
2008	—	`book`	Data Mining - Know It All. Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Sam Lightstone, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Toby J. Teorey, Ian H. Witten
2008	A*	`conf`	Fast algorithms for topk personalized pagerank queries. WWW Manish S. Gupta, Amit Pathak, Soumen Chakrabarti
2008	A*	`conf`	Index Design for Dynamic Personalized PageRank. ICDE Amit Pathak, Soumen Chakrabarti, Manish S. Gupta
2008	—	`conf`	New Closed-Form Bounds on the Partition Function. ECML/PKDD (1) Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri
2008	J	`jnl`	New closed-form bounds on the partition function. Mach. Learn. Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri
2008	A	`ed.`	Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008 WSDM Marc Najork, Andrei Z. Broder, Soumen Chakrabarti
2008	A*	`conf`	Structured learning for non-smooth ranking losses. KDD Soumen Chakrabarti, Rajiv Khanna, Uma Sawant, Chiru Bhattacharyya
2007	A*	`conf`	Dynamic personalized pagerank in entity-relation graphs. WWW Soumen Chakrabarti
2007	A*	`conf`	Learning random walks to rank nodes in graphs. ICML Alekh Agarwal, Soumen Chakrabarti
2007	J	`jnl`	Learning to Rank in Vector Spaces and Social Networks. Internet Math. Soumen Chakrabarti
2007	J	`jnl`	The Influence of Search Engines on Preferential Attachment. Internet Math. Alan M. Frieze, Juan Vera, Soumen Chakrabarti
2006	A*	`conf`	Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy. ICDM Arpit Mathur, Soumen Chakrabarti
2006	—	`conf`	Learning Parameters in Entity Relationship Graphs from Ranking Preferences. PKDD Soumen Chakrabarti, Alekh Agarwal
2006	A*	`conf`	Learning to rank networked entities. KDD Alekh Agarwal, Soumen Chakrabarti, Sunny Aggarwal
2006	A*	`conf`	Optimizing scoring functions and indexes for proximity search in type-annotated corpora. WWW Soumen Chakrabarti, Kriti Puniyani, Sujatha Das
2005	A*	`conf`	Bidirectional Expansion For Keyword Search on Graph Databases. VLDB Varun Kacholia, Shashank Pandit, Soumen Chakrabarti, S. Sudarshan, Rushi Desai, Hrishikesh Karambelkar
2005	—	`conf`	Enhanced Answer Type Inference from Questions using Sequential Models. HLT/EMNLP Vijay Krishnan, Sujatha Das, Soumen Chakrabarti
2005	—	`conf`	Exploiting the dynamic networking effects of the web. WWW (Special interest tracks and posters) Ramesh Sarukkai, Soumen Chakrabarti, Gary William Flake, Narayanan Shivakumar, Asim M. Ansari
2005	A*	`conf`	SPIN: searching personal information networks. SIGIR Soumen Chakrabarti, Jeetendra Mirchandani, Arnab Nandi
2005	J	`jnl`	Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results CoRR Sandeep Pandey, Sourashis Roy, Christopher Olston, Junghoo Cho, Soumen Chakrabarti
2005	A*	`conf`	Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results. VLDB Sandeep Pandey, Sourashis Roy, Christopher Olston, Junghoo Cho, Soumen Chakrabarti
2005	A*	`conf`	The influence of search engines on preferential attachment. SODA Soumen Chakrabarti, Alan M. Frieze, Juan Vera
2004	—	`conf`	Breaking Through the Syntax Barrier: Searching with Entities and Relations. ECML Soumen Chakrabarti
2004	—	`conf`	Breaking Through the Syntax Barrier: Searching with Entities and Relations. PKDD Soumen Chakrabarti
2004	—	`conf`	Discovering Links Between Lexical and Surface Features in Questions and Answers. WebKDD Soumen Chakrabarti
2004	—	`conf`	Document Classification Through Interactive Supervision of Document and Term Labels. PKDD Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti
2004	J	`jnl`	Guest Editors' Introduction: Special Section on Mining and Searching the Web. IEEE Trans. Knowl. Data Eng. Bing Liu, Soumen Chakrabarti
2004	—	`conf`	HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels. PKDD Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti
2004	A*	`conf`	Is question answering an acquired skill? WWW Ganesh Ramakrishnan, Soumen Chakrabarti, Deepa Paranjpe, Pushpak Bhattacharyya
2004	—	`conf`	Web-CAM: Monitoring the dynamic Web to respond to Continual Queries. SIGMOD Conference Shaveen Garg, Krithi Ramamritham, Soumen Chakrabarti
2003	A*	`conf`	Cross-training: learning probabilistic mappings between topics. KDD Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole
2003	J	`jnl`	Fast and accurate text classification via multiple linear discriminant projections pp. VLDB J. Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar
2003	—	`book`	Mining the web - discovering knowledge from hypertext data. Soumen Chakrabarti
2003	A*	`conf`	Monitoring the dynamic web to respond to continuous queries. WWW Sandeep Pandey, Krithi Ramamritham, Soumen Chakrabarti
2003	A*	`conf`	User Interaction in the BANKS System. ICDE B. Aditya, Soumen Chakrabarti, Rushi Desai, Arvind Hulgeri, Hrishikesh Karambelkar, Rupesh Nasre, Parag, S. Sudarshan
2002	A*	`conf`	Accelerated focused crawling through online relevance feedback. WWW Soumen Chakrabarti, Kunal Punera, Mallela Subramanyam
2002	J	`jnl`	Analyzing Fine-grained Hypertext Features for Enhanced Crawling and Topic Distillation. IEEE Data Eng. Bull. Soumen Chakrabarti, Ravindra Jaju
2002	A*	`conf`	BANKS: Browsing and Keyword Searching in Relational Databases. VLDB B. Aditya, Gaurav Bhalotia, Soumen Chakrabarti, Arvind Hulgeri, Charuta Nakhe, Parag, S. Sudarshan
2002	A*	`conf`	Fast and Accurate Text Classification via Multiple Linear Discriminant Projections. VLDB Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar
2002	A*	`conf`	Keyword Searching and Browsing in Databases using BANKS. ICDE Gaurav Bhalotia, Arvind Hulgeri, Charuta Nakhe, Soumen Chakrabarti, S. Sudarshan
2002	A*	`conf`	Scaling multi-class support vector machines using inter-class confusion. KDD Shantanu Godbole, Sunita Sarawagi, Soumen Chakrabarti
2002	A*	`conf`	Searching and Mining Fine-Grained Semi-Structured Data. VLDB Soumen Chakrabarti
2002	J	`jnl`	The structure of broad topics on the Web CoRR Soumen Chakrabarti, Mukul Joshi, Kunal Punera, David M. Pennock
2002	A*	`conf`	The structure of broad topics on the web. WWW Soumen Chakrabarti, Mukul Joshi, Kunal Punera, David M. Pennock
2001	A*	`conf`	Enhanced Topic Distillation Using Text, Markup Tags, and Hyperlinks. SIGIR Soumen Chakrabarti, Mukul Joshi, Vivek Tawde
2001	—	`conf`	Hubs and Authorities: Spreading Out and Zooming In. WebDyn@ICDT Soumen Chakrabarti
2001	A*	`conf`	Integrating the document object model with hyperlinks for enhanced topic distillation and information extraction. WWW Soumen Chakrabarti
2001	J	`jnl`	Keeyword Search in Databases. IEEE Data Eng. Bull. Arvind Hulgeri, Gaurav Bhalotia, Charuta Nakhe, Soumen Chakrabarti, S. Sudarshan
2000	J	`jnl`	Data mining for hypertext: A tutorial survey. SIGKDD Explor. Soumen Chakrabarti
2000	—	`conf`	Hypertext data mining (tutorial AM-1). KDD Tutorial Notes Soumen Chakrabarti
2000	A*	`conf`	Memex: A Browsing Assistant for Collaborative Archiving and Mining of Surf Trails. VLDB Soumen Chakrabarti, Sandeep Srivastava, Mallela Subramanyam, Mitul Tiwari
2000	J	`jnl`	Using Memex to archive and mine community Web browsing experience. Comput. Networks Soumen Chakrabarti, Sandeep Srivastava, Mallela Subramanyam, Mitul Tiwari
1999	A*	`conf`	Distributed Hypertext Resource Discovery Through Examples. VLDB Soumen Chakrabarti, Martin van den Berg, Byron Dom
1999	J	`jnl`	Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery. Comput. Networks Soumen Chakrabarti, Martin van den Berg, Byron Dom
1999	—	`conf`	Hypertext Databases and Data Mining. SIGMOD Conference Soumen Chakrabarti
1999	J	`jnl`	Mining the Web's Link Structure. Computer Soumen Chakrabarti, Byron Dom, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins, David Gibson, Jon M. Kleinberg
1999	J	`jnl`	Recent results in automatic Web resource discovery. ACM Comput. Surv. Soumen Chakrabarti
1999	J	`jnl`	Surfing the Web Backwards. Comput. Networks Soumen Chakrabarti, David Gibson, Kevin S. McCurley
1999	J	`jnl`	Topic Distillation and Spectral Filtering. Artif. Intell. Rev. Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
1998	J	`jnl`	Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text. Comput. Networks Soumen Chakrabarti, Byron Dom, Prabhakar Raghavan, Sridhar Rajagopalan, David Gibson, Jon M. Kleinberg
1998	—	`conf`	Enhanced Hypertext Categorization Using Hyperlinks. SIGMOD Conference Soumen Chakrabarti, Byron Dom, Piotr Indyk
1998	A*	`conf`	Flow and Stretch Metrics for Scheduling Continuous Job Streams. SODA Michael A. Bender, Soumen Chakrabarti, S. Muthukrishnan
1998	A*	`conf`	Mining Surprising Patterns Using Temporal Description Length. VLDB Soumen Chakrabarti, Sunita Sarawagi, Byron Dom
1998	J	`jnl`	Parallel randomized load balancing. Random Struct. Algorithms Micah Adler, Soumen Chakrabarti, Michael Mitzenmacher, Lars Eilstrup Rasmussen
1998	J	`jnl`	Scalable Feature Selection, Classification and Signature Generation for Organizing Large Text Databases into Hierarchical Topic Taxonomies. VLDB J. Soumen Chakrabarti, Byron Dom, Rakesh Agrawal, Prabhakar Raghavan
1997	J	`jnl`	Models and Scheduling Algorithms for Mixed Data and Task Parallel Programs. J. Parallel Distributed Comput. Soumen Chakrabarti, James Demmel, Katherine A. Yelick
1997	A*	`conf`	Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases. VLDB Soumen Chakrabarti, Byron Dom, Rakesh Agrawal, Prabhakar Raghavan
1996	A*	`conf`	Global Communication Analysis and Optimization. PLDI Soumen Chakrabarti, Manish Gupta, Jong-Deok Choi
1996	A*	`conf`	Improved Scheduling Algorithms for Minsum Criteria. ICALP Soumen Chakrabarti, Cynthia A. Phillips, Andreas S. Schulz, David B. Shmoys, Clifford Stein, Joel Wein
1996	J	`jnl`	Random Allocation of Jobs with Weights and Precedence. Theor. Comput. Sci. Soumen Chakrabarti
1996	B	`conf`	Resource Scheduling for Parallel Database and Scientific Applications. SPAA Soumen Chakrabarti, S. Muthukrishnan
1995	B	`conf`	Modeling the Benefits of Mixed Data and Task Parallelism. SPAA Soumen Chakrabarti, James Demmel, Katherine A. Yelick
1995	A*	`conf`	Parallel randomized load balancing (Preliminary Version). STOC Micah Adler, Soumen Chakrabarti, Michael Mitzenmacher, Lars Eilstrup Rasmussen
1995	—	`conf`	Portable Parallel Irregular Applications. PSLS Katherine A. Yelick, Chih-Po Wen, Soumen Chakrabarti, Etienne Deprit, Jeff A. Jones, Arvind Krishnamurthy
1995	—	`conf`	Runtime Support for Portable Distributed Data Structures. LCR Chih-Po Wen, Soumen Chakrabarti, Etienne Deprit, Arvind Krishnamurthy, Katherine A. Yelick
1994	—	`conf`	Adaptive Control for Packet Video. ICMCS Soumen Chakrabarti, Randolph Y. Wang
1994	J	`jnl`	Distributed Data Structures and Algorithms for Gröbner Basis Computation. LISP Symb. Comput. Soumen Chakrabarti, Katherine A. Yelick
1993	B	`conf`	Implementing an Irregular Application on a Distributed Memory Multiprocessor. PPoPP Soumen Chakrabarti, Katherine A. Yelick
1993	—	`conf`	On the Correctness of a Distributed Memory Gröbner basis Algorithm. RTA Soumen Chakrabarti, Katherine A. Yelick