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ORCIDSoumen Chakrabarti
Person information
- affiliation: IIT Bombay
- affiliation (2014-2016): Google
- affiliation (2004): Carnegie-Mellon University
- affiliation (1996-1999): IBM Almaden Research Center
- affiliation (1991-1996): University of California, Berkeley, USA
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2020 – today
- 2024
[c124]Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty:
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. AAAI 2024: 17951-17959- [i52]Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty:
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. CoRR abs/2402.18312 (2024) - [i51]Anshul Mittal, Shikhar Mohan, Deepak Saini, Suchith C. Prabhu, Jain jiao, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma:
Graph Regularized Encoder Training for Extreme Classification. CoRR abs/2402.18434 (2024) - [i50]Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs. CoRR abs/2403.05434 (2024) - 2023
- [j32]Arijit Nag
, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
Transfer Learning for Low-Resource Multilingual Relation Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(2): 50:1-50:24 (2023) - [j31]Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty:
Incomplete Gamma Integrals for Deep Cascade Prediction Using Content, Network, and Exogenous Signals. IEEE Trans. Knowl. Data Eng. 35(6): 5991-6002 (2023) - [c123]Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi:
Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers. AAAI 2023: 12536-12544 - [c122]Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam:
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. ACL (2) 2023: 201-214 - [c121]Vishwajeet Kumar, Yash Gupta, Saneem A. Chemmengath, Jaydeep Sen, Soumen Chakrabarti, Samarth Bharadwaj, Feifei Pan:
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering. ACL (1) 2023: 8080-8094 - [c120]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks. ACL (Findings) 2023: 8619-8629 - [c119]Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha P. Talukdar, Soumen Chakrabarti:
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs. EACL 2023: 2041-2052 - [c118]Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty:
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. EMNLP 2023: 3675-3691 - [c117]Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti:
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. EMNLP 2023: 14054-14066 - [c116]Indradyumna Roy, Rishi Agarwal, Soumen Chakrabarti, Anirban Dasgupta, Abir De:
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search. NeurIPS 2023 - [i49]Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi:
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers. CoRR abs/2301.04110 (2023) - [i48]Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty:
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. CoRR abs/2310.18338 (2023) - [i47]Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti:
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. CoRR abs/2311.01173 (2023) - [i46]Harshvardhan Srivastava, Kanav Pruthi, Soumen Chakrabarti, Mausam:
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation. CoRR abs/2311.08511 (2023) - [i45]Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty:
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning. CoRR abs/2312.05571 (2023) - 2022
- [c115]Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De:
Interpretable Neural Subgraph Matching for Graph Retrieval. AAAI 2022: 8115-8123 - [c114]Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal, Soumen Chakrabarti, Mausam:
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction. ACL (1) 2022: 2502-2517 - [c113]Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam:
Joint Completion and Alignment of Multilingual Knowledge Graphs. EMNLP 2022: 11922-11938 - [c112]Tathagat Verma, Abir De, Yateesh Agrawal, Vishwa Vinay, Soumen Chakrabarti:
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis. ICML 2022: 22168-22183 - [c111]Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti:
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. NAACL-HLT (Industry Papers) 2022: 305-314 - [c110]Abir De, Soumen Chakrabarti:
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. NeurIPS 2022 - [c109]Indradyumna Roy, Soumen Chakrabarti, Abir De:
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. NeurIPS 2022 - [c108]Soumen Chakrabarti:
Deep Knowledge Graph Representation Learning for Completion, Alignment, and Question Answering. SIGIR 2022: 3451-3454 - [c107]Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty:
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. WSDM 2022: 241-251 - [i44]Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty:
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. CoRR abs/2201.00614 (2022) - [i43]Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha P. Talukdar, Soumen Chakrabarti:
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs. CoRR abs/2210.06281 (2022) - [i42]Indradyumna Roy, Soumen Chakrabarti, Abir De:
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. CoRR abs/2210.11020 (2022) - [i41]Abir De, Soumen Chakrabarti:
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. CoRR abs/2210.11033 (2022) - [i40]Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam:
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. CoRR abs/2211.06959 (2022) - 2021
- [c106]Abir De, Soumen Chakrabarti:
Differentially Private Link Prediction with Protected Connections. AAAI 2021: 63-71 - [c105]Indradyumna Roy, Abir De, Soumen Chakrabarti:
Adversarial Permutation Guided Node Representations for Link Prediction. AAAI 2021: 9445-9453 - [c104]Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar:
Question Answering Over Temporal Knowledge Graphs. ACL/IJCNLP (1) 2021: 6663-6676 - [c103]Harkanwar Singh, Soumen Chakrabarti, Prachi Jain, Sharod Roy Choudhury, Mausam:
Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment. AKBC 2021 - [c102]Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti:
Integrating Transductive and Inductive Embeddings Improves Link Prediction Accuracy. CIKM 2021: 3043-3047 - [c101]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification. CoNLL 2021: 575-587 - [c100]Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Joint Autoregressive and Graph Models for Software and Developer Social Networks. ECIR (1) 2021: 224-237 - [c99]Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan:
Topic Transferable Table Question Answering. EMNLP (1) 2021: 4159-4172 - [c98]Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty:
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. NeurIPS 2021: 5531-5544 - [c97]Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi:
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. NeurIPS 2021: 23140-23151 - [c96]Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti:
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. SIGIR 2021: 2491-2498 - [i39]Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Joint Autoregressive and Graph Models for Software and Developer Social Networks. CoRR abs/2101.08729 (2021) - [i38]Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti:
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering. CoRR abs/2103.05568 (2021) - [i37]Harkanwar Singh, Prachi Jain, Mausam, Soumen Chakrabarti:
Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment. CoRR abs/2104.08804 (2021) - [i36]Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar:
Question Answering Over Temporal Knowledge Graphs. CoRR abs/2106.01515 (2021) - [i35]Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty:
Incomplete Gamma Integrals for Deep Cascade Prediction using Content, Network, and Exogenous Signals. CoRR abs/2106.07012 (2021) - [i34]Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti:
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. CoRR abs/2106.12944 (2021) - [i33]Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi:
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. CoRR abs/2108.06514 (2021) - [i32]Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti:
Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy. CoRR abs/2108.10108 (2021) - [i31]Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan:
Topic Transferable Table Question Answering. CoRR abs/2109.07377 (2021) - [i30]Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty:
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. CoRR abs/2109.15142 (2021) - [i29]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification. CoRR abs/2110.09570 (2021) - [i28]Vishwajeet Kumar, Saneem A. Chemmengath, Yash Gupta, Jaydeep Sen, Samarth Bharadwaj, Soumen Chakrabarti:
Multi-Instance Training for Question Answering Across Table and Linked Text. CoRR abs/2112.07337 (2021) - 2020
- [j30]Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Analysis of reference and citation copying in evolving bibliographic networks. J. Informetrics 14(1): 101003 (2020) - [j29]Marco Ponza, Paolo Ferragina, Soumen Chakrabarti:
On Computing Entity Relatedness in Wikipedia, with Applications. Knowl. Based Syst. 188 (2020) - [c95]Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti:
IMoJIE: Iterative Memory-Based Joint Open Information Extraction. ACL 2020: 5871-5886 - [c94]Abhishek Bagade, Ashwini Pale, Shreyans Sheth, Megha Agarwal, Soumen Chakrabarti, Kameswari Chebrolu, S. Sudarshan:
The Kauwa-Kaate Fake News Detection System: Demo. COMAD/CODS 2020: 302-306 - [c93]Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti:
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. EMNLP (1) 2020: 3733-3747 - [c92]Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti:
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. EMNLP (1) 2020: 3748-3761 - [c91]Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi:
NLP Service APIs and Models for Efficient Registration of New Clients. EMNLP (Findings) 2020: 4007-4012 - [c90]Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty:
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. KDD 2020: 1999-2008 - [c89]Kunal Goyal, Utkarsh Gupta, Abir De, Soumen Chakrabarti:
Deep Neural Matching Models for Graph Retrieval. SIGIR 2020: 1701-1704 - [c88]Soumen Chakrabarti:
Interpretable Complex Question Answering. WWW 2020: 2455-2457 - [i27]Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti:
Knowledge Base Completion: Baseline strikes back (Again). CoRR abs/2005.00804 (2020) - [i26]Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti:
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. CoRR abs/2005.05035 (2020) - [i25]Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti:
IMoJIE: Iterative Memory-Based Joint Open Information Extraction. CoRR abs/2005.08178 (2020) - [i24]Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty:
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. CoRR abs/2006.07812 (2020) - [i23]Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi:
NLP Service APIs and Models for Efficient Registration of New Clients. CoRR abs/2010.01526 (2020) - [i22]Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti:
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. CoRR abs/2010.03147 (2020) - [i21]Indradyumna Roy, Abir De, Soumen Chakrabarti:
Adversarial Permutation Guided Node Representations for Link Prediction. CoRR abs/2012.08974 (2020)
2010 – 2019
- 2019
- [j28]Uma Sawant, Saurabh Garg, Soumen Chakrabarti, Ganesh Ramakrishnan:
Neural architecture for question answering using a knowledge graph and web corpus. Inf. Retr. J. 22(3-4): 324-349 (2019) - [j27]Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti:
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs. Trans. Assoc. Comput. Linguistics 7: 185-200 (2019) - [j26]Abir De, Sourangshu Bhattacharya, Parantapa Bhattacharya, Niloy Ganguly, Soumen Chakrabarti:
Learning Linear Influence Models in Social Networks from Transient Opinion Dynamics. ACM Trans. Web 13(3): 16:1-16:33 (2019) - [c87]Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti:
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models. AAAI 2019: 6497-6504 - [c86]Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti:
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. ACL (1) 2019: 1717-1726 - [c85]Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti:
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. ACL (1) 2019: 3528-3537 - [c84]Mayank Singh, Rajdeep Sarkar, Atharva Vyas, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Automated Early Leaderboard Generation from Comparative Tables. ECIR (1) 2019: 244-257 - [c83]Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti:
Neural Program Induction for KBQA Without Gold Programs or Query Annotations. IJCAI 2019: 4890-4896 - [c82]Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti:
A Deep Generative Model for Code Switched Text. IJCAI 2019: 5175-5181 - [c81]Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty:
Multi-task Learning for Target-Dependent Sentiment Classification. PAKDD (1) 2019: 185-197 - [i20]Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty:
Multi-task Learning for Target-dependent Sentiment Classification. CoRR abs/1902.02930 (2019) - [i19]Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti:
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. CoRR abs/1906.02688 (2019) - [i18]Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti:
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. CoRR abs/1906.05725 (2019) - [i17]Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti:
A Deep Generative Model for Code-Switched Text. CoRR abs/1906.08972 (2019) - [i16]Abir De, Soumen Chakrabarti:
Privacy Preserving Link Prediction with Latent Geometric Network Models. CoRR abs/1908.04849 (2019) - [i15]Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra:
Scene Graph based Image Retrieval - A case study on the CLEVR Dataset. CoRR abs/1911.00850 (2019) - [i14]Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Analysis of Reference and Citation Copying in Evolving Bibliographic Networks. CoRR abs/1912.11894 (2019) - 2018
- [j25]Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan:
"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. 2018(Winter): 4:1-4:8 (2018) - [c80]Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti:
Task-Specific Representation Learning for Web-Scale Entity Disambiguation. AAAI 2018: 5812-5819 - [c79]Prachi Jain, Pankaj Kumar, Mausam, Soumen Chakrabarti:
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. ACL (2) 2018: 75-80 - [c78]Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi:
Generalizing Across Domains via Cross-Gradient Training. ICLR (Poster) 2018 - [c77]Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti:
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference. IJCAI 2018: 4122-4129 - [c76]Sandeep Subramanian, Soumen Chakrabarti:
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. SIGIR 2018: 1037-1040 - [c75]Soumen Chakrabarti:
Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between. SIGIR 2018: 1399-1402 - [r2]Soumen Chakrabarti:
Focused Web Crawling. Encyclopedia of Database Systems (2nd ed.) 2018 - [i13]Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Ranking State-of-the-art Papers via Incomplete Tournaments Induced by Citations from Performance Tables. CoRR abs/1802.04538 (2018) - [i12]Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi:
Generalizing Across Domains via Cross-Gradient Training. CoRR abs/1804.10745 (2018) - [i11]Sandeep Subramanian, Soumen Chakrabarti:
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. CoRR abs/1805.04690 (2018) - [i10]Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti:
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models. CoRR abs/1811.11456 (2018) - 2017
- [c74]Marco Ponza, Paolo Ferragina, Soumen Chakrabarti:
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia. CIKM 2017: 1867-1876 - [c73]Sachin Kumar, Soumen Chakrabarti, Shourya Roy:
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading. IJCAI 2017: 2046-2052 - [c72]Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks. KDD 2017: 1077-1086 - [i9]Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti:
Joint Matrix-Tensor Factorization for Knowledge Base Inference. CoRR abs/1706.00637 (2017) - [i8]Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan:
More Accurate Entity Ranking Using Knowledge Graph and Web Corpus. CoRR abs/1706.00973 (2017) - 2016
- [j24]Abir De, Sourangshu Bhattacharya, Sourav Sarkar, Niloy Ganguly, Soumen Chakrabarti:
Discriminative Link Prediction using Local, Community, and Global Signals. IEEE Trans. Knowl. Data Eng. 28(8): 2057-2070 (2016) - [c71]Amir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringgaard, Fernando Pereira:
Collective Entity Resolution with Multi-Focal Attention. ACL (1) 2016 - [i7]Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks. CoRR abs/1609.08371 (2016) - 2015
- [i6]Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti:
Sic Transit Gloria Manuscriptum: Two Views of the Aggregate Fate of Ancient Papers. CoRR abs/1511.08310 (2015) - 2014
- [c70]Abir De, Sourangshu Bhattacharya, Parantapa Bhattacharya, Niloy Ganguly, Soumen Chakrabarti:
Learning a Linear Influence Model from Transient Opinion Dynamics. CIKM 2014: 401-410 - [c69]Mandar Joshi, Uma Sawant, Soumen Chakrabarti:
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries. EMNLP 2014: 1104-1114 - [c68]Sunita Sarawagi, Soumen Chakrabarti:
Open-domain quantity queries on web tables: annotation, response, and consensus models. KDD 2014: 711-720 - 2013
- [j23]Soumen Chakrabarti, Ganesh Ramakrishnan, Krithi Ramamritham, Sunita Sarawagi, S. Sudarshan:
Data-based research at IIT Bombay. SIGMOD Rec. 42(1): 38-43 (2013) - [c67]Hrushikesh Mohapatra, Siddhanth Jain, Soumen Chakrabarti:
Joint Bootstrapping of Corpus Annotations and Entity Types. EMNLP 2013: 436-446 - [c66]Shashank Gupta, Varun Chandramouli, Soumen Chakrabarti:
Web-scale entity annotation using MapReduce. HiPC 2013: 99-108 - [c65]Abir De, Niloy Ganguly, Soumen Chakrabarti:
Discriminative Link Prediction Using Local Links, Node Features and Community Structure. ICDM 2013: 1009-1018 - [c64]Uma Sawant, Soumen Chakrabarti:
Learning joint query interpretation and response ranking. WWW 2013: 1099-1110 - [i5]Uma Sawant, Soumen Chakrabarti:
Features and Aggregators for Web-scale Entity Search. CoRR abs/1303.3164 (2013) - [i4]Abir De, Niloy Ganguly, Soumen Chakrabarti:
Discriminative Link Prediction using Local Links, Node Features and Community Structure. CoRR abs/1310.4579 (2013) - 2012
- [c63]Soumen Chakrabarti, Sasidhar Kasturi, Bharath Balakrishnan, Ganesh Ramakrishnan, Rohit Saraf:
Compressed data structures for annotated web search. WWW 2012: 121-130 - [i3]Uma Sawant, Soumen Chakrabarti:
Learning Joint Query Interpretation and Response Ranking. CoRR abs/1212.6193 (2012) - 2011
- [j22]Soumen Chakrabarti, Amit Pathak, Manish Gupta:
Index design and query processing for graph conductance search. VLDB J. 20(3): 445-470 (2011) - [c62]Avinava Dubey, Soumen Chakrabarti, Chiranjib Bhattacharyya:
Diversity in ranking via resistive graph centers. KDD 2011: 78-86 - [c61]Soumen Chakrabarti, Devshree Sane, Ganesh Ramakrishnan:
Web-scale entity-relation search architecture. WWW (Companion Volume) 2011: 21-22 - [c60]Amr El Abaddi, Lars Backstrom, Soumen Chakrabarti, Alejandro Jaimes, Jure Leskovec, Andrew Tomkins:
Social media: source of information or bunch of noise. WWW (Companion Volume) 2011: 327-328 - [c59]Anton Bakalov, Ariel Fuxman, Partha Pratim Talukdar, Soumen Chakrabarti:
SCAD: collective discovery of attribute values. WWW 2011: 447-456 - 2010
- [j21]Soumen Chakrabarti, Sunita Sarawagi, S. Sudarshan:
Enhancing Search with Structure. IEEE Data Eng. Bull. 33(1): 3-24 (2010) - [j20]Girija Limaye, Sunita Sarawagi, Soumen Chakrabarti:
Annotating and Searching Web Tables Using Entities, Types and Relationships. Proc. VLDB Endow. 3(1): 1338-1347 (2010) - [c58]Soumen Chakrabarti:
Making Web-scale Entity-Relationship Search a Reality. COMAD 2010: 5 - [e3]Michael Rappa, Paul Jones, Juliana Freire, Soumen Chakrabarti:
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010. ACM 2010, ISBN 978-1-60558-799-8 [contents]
2000 – 2009
- 2009
- [c57]Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti:
Conditional Models for Non-smooth Ranking Loss Functions. ICDM 2009: 129-138 - [c56]Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, Soumen Chakrabarti:
Collective annotation of Wikipedia entities in web text. KDD 2009: 457-466 - [c55]Somnath Banerjee, Soumen Chakrabarti, Ganesh Ramakrishnan:
Learning to rank for quantity consensus queries. SIGIR 2009: 243-250 - [r1]Soumen Chakrabarti:
Focused Web Crawling. Encyclopedia of Database Systems 2009: 1147-1155 - 2008
- [b2]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:
Data Mining - Know It All. Morgan Kaufmann 2008, ISBN 978-0-12-374629-0, pp. I-XIII, 1-460 - [j19]Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri:
New closed-form bounds on the partition function. Mach. Learn. 72(3): 205-229 (2008) - [c54]Amit Pathak, Soumen Chakrabarti, Manish S. Gupta:
Index Design for Dynamic Personalized PageRank. ICDE 2008: 1489-1491 - [c53]Soumen Chakrabarti, Rajiv Khanna, Uma Sawant, Chiru Bhattacharyya:
Structured learning for non-smooth ranking losses. KDD 2008: 88-96 - [c52]Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri:
New Closed-Form Bounds on the Partition Function. ECML/PKDD (1) 2008: 8 - [c51]Manish S. Gupta, Amit Pathak, Soumen Chakrabarti:
Fast algorithms for topk personalized pagerank queries. WWW 2008: 1225-1226 - [e2]Marc Najork, Andrei Z. Broder, Soumen Chakrabarti:
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008. ACM 2008, ISBN 978-1-59593-927-2 [contents] - 2007
- [j18]Alan M. Frieze, Juan Vera, Soumen Chakrabarti:
The Influence of Search Engines on Preferential Attachment. Internet Math. 3(3): 361-381 (2007) - [j17]Soumen Chakrabarti:
Learning to Rank in Vector Spaces and Social Networks. Internet Math. 4(2): 267-298 (2007) - [c50]Alekh Agarwal, Soumen Chakrabarti:
Learning random walks to rank nodes in graphs. ICML 2007: 9-16 - [c49]Soumen Chakrabarti:
Dynamic personalized pagerank in entity-relation graphs. WWW 2007: 571-580 - 2006
- [c48]Arpit Mathur, Soumen Chakrabarti:
Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy. ICDM 2006: 404-413 - [c47]Alekh Agarwal, Soumen Chakrabarti, Sunny Aggarwal:
Learning to rank networked entities. KDD 2006: 14-23 - [c46]Soumen Chakrabarti, Alekh Agarwal:
Learning Parameters in Entity Relationship Graphs from Ranking Preferences. PKDD 2006: 91-102 - [c45]Soumen Chakrabarti, Kriti Puniyani, Sujatha Das:
Optimizing scoring functions and indexes for proximity search in type-annotated corpora. WWW 2006: 717-726 - 2005
- [c44]Vijay Krishnan, Sujatha Das, Soumen Chakrabarti:
Enhanced Answer Type Inference from Questions using Sequential Models. HLT/EMNLP 2005: 315-322 - [c43]Soumen Chakrabarti, Jeetendra Mirchandani, Arnab Nandi:
SPIN: searching personal information networks. SIGIR 2005: 674 - [c42]Soumen Chakrabarti, Alan M. Frieze, Juan Vera:
The influence of search engines on preferential attachment. SODA 2005: 293-300 - [c41]Varun Kacholia, Shashank Pandit, Soumen Chakrabarti, S. Sudarshan, Rushi Desai, Hrishikesh Karambelkar:
Bidirectional Expansion For Keyword Search on Graph Databases. VLDB 2005: 505-516 - [c40]Sandeep Pandey, Sourashis Roy, Christopher Olston, Junghoo Cho, Soumen Chakrabarti:
Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results. VLDB 2005: 781-792 - [c39]Ramesh Sarukkai, Soumen Chakrabarti, Gary William Flake, Narayanan Shivakumar, Asim M. Ansari:
Exploiting the dynamic networking effects of the web. WWW (Special interest tracks and posters) 2005: 797 - [i2]Sandeep Pandey, Sourashis Roy, Christopher Olston, Junghoo Cho, Soumen Chakrabarti:
Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results. CoRR abs/cs/0503011 (2005) - 2004
- [c38]Soumen Chakrabarti:
Breaking Through the Syntax Barrier: Searching with Entities and Relations. ECML 2004: 9-16 - [c37]Soumen Chakrabarti:
Discovering Links Between Lexical and Surface Features in Questions and Answers. WebKDD 2004: 116-134 - [c36]Soumen Chakrabarti:
Breaking Through the Syntax Barrier: Searching with Entities and Relations. PKDD 2004: 9-16 - [c35]Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti:
Document Classification Through Interactive Supervision of Document and Term Labels. PKDD 2004: 185-196 - [c34]Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti:
HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels. PKDD 2004: 546-548 - [c33]Shaveen Garg, Krithi Ramamritham, Soumen Chakrabarti:
Web-CAM: Monitoring the dynamic Web to respond to Continual Queries. SIGMOD Conference 2004: 927-928 - [c32]Ganesh Ramakrishnan, Soumen Chakrabarti, Deepa Paranjpe, Pushpak Bhattacharyya:
Is question answering an acquired skill? WWW 2004: 111-120 - [e1]Bing Liu, Soumen Chakrabarti:
Guest Editors' Introduction: Special Section on Mining and Searching the Web. IEEE Trans. Knowl. Data Eng. 16(1): 2-3 (2004) - 2003
- [b1]Soumen Chakrabarti:
Mining the web - discovering knowledge from hypertext data. Morgan Kaufmann 2003, ISBN 978-1-55860-754-5, pp. I-XVIII, 1-345 - [j16]Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar:
Fast and accurate text classification via multiple linear discriminant projections pp. VLDB J. 12(2): 170-185 (2003) - [c31]B. Aditya, Soumen Chakrabarti, Rushi Desai, Arvind Hulgeri, Hrishikesh Karambelkar, Rupesh Nasre, Parag, S. Sudarshan:
User Interaction in the BANKS System. ICDE 2003: 786-788 - [c30]Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole:
Cross-training: learning probabilistic mappings between topics. KDD 2003: 177-186 - [c29]Sandeep Pandey, Krithi Ramamritham, Soumen Chakrabarti:
Monitoring the dynamic web to respond to continuous queries. WWW 2003: 659-668 - 2002
- [j15]Soumen Chakrabarti, Ravindra Jaju:
Analyzing Fine-grained Hypertext Features for Enhanced Crawling and Topic Distillation. IEEE Data Eng. Bull. 25(1): 34-42 (2002) - [c28]Gaurav Bhalotia, Arvind Hulgeri, Charuta Nakhe, Soumen Chakrabarti, S. Sudarshan:
Keyword Searching and Browsing in Databases using BANKS. ICDE 2002: 431-440 - [c27]Shantanu Godbole, Sunita Sarawagi, Soumen Chakrabarti:
Scaling multi-class support vector machines using inter-class confusion. KDD 2002: 513-518 - [c26]Soumen Chakrabarti:
Searching and Mining Fine-Grained Semi-Structured Data. VLDB 2002 - [c25]Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar:
Fast and Accurate Text Classification via Multiple Linear Discriminant Projections. VLDB 2002: 658-669 - [c24]B. Aditya, Gaurav Bhalotia, Soumen Chakrabarti, Arvind Hulgeri, Charuta Nakhe, Parag, S. Sudarshan:
BANKS: Browsing and Keyword Searching in Relational Databases. VLDB 2002: 1083-1086 - [c23]Soumen Chakrabarti, Kunal Punera, Mallela Subramanyam:
Accelerated focused crawling through online relevance feedback. WWW 2002: 148-159 - [c22]Soumen Chakrabarti, Mukul Joshi, Kunal Punera, David M. Pennock:
The structure of broad topics on the web. WWW 2002: 251-262 - [i1]Soumen Chakrabarti, Mukul Joshi, Kunal Punera, David M. Pennock:
The structure of broad topics on the Web. CoRR cs.IR/0203024 (2002) - 2001
- [j14]Arvind Hulgeri, Gaurav Bhalotia, Charuta Nakhe, Soumen Chakrabarti, S. Sudarshan:
Keeyword Search in Databases. IEEE Data Eng. Bull. 24(3): 22-32 (2001) - [c21]Soumen Chakrabarti:
Hubs and Authorities: Spreading Out and Zooming In. WebDyn@ICDT 2001: 3 - [c20]Soumen Chakrabarti, Mukul Joshi, Vivek Tawde:
Enhanced Topic Distillation Using Text, Markup Tags, and Hyperlinks. SIGIR 2001: 208-216 - [c19]Soumen Chakrabarti:
Integrating the document object model with hyperlinks for enhanced topic distillation and information extraction. WWW 2001: 211-220 - 2000
- [j13]Soumen Chakrabarti, Sandeep Srivastava, Mallela Subramanyam, Mitul Tiwari:
Using Memex to archive and mine community Web browsing experience. Comput. Networks 33(1-6): 669-684 (2000) - [j12]Soumen Chakrabarti:
Data mining for hypertext: A tutorial survey. SIGKDD Explor. 1(2): 1-11 (2000) - [c18]Soumen Chakrabarti:
Hypertext data mining (tutorial AM-1). KDD Tutorial Notes 2000: 1-32 - [c17]Soumen Chakrabarti, Sandeep Srivastava, Mallela Subramanyam, Mitul Tiwari:
Memex: A Browsing Assistant for Collaborative Archiving and Mining of Surf Trails. VLDB 2000: 603-606
1990 – 1999
- 1999
- [j11]Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins:
Topic Distillation and Spectral Filtering. Artif. Intell. Rev. 13(5-6): 409-435 (1999) - [j10]Soumen Chakrabarti, Martin van den Berg, Byron Dom:
Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery. Comput. Networks 31(11-16): 1623-1640 (1999) - [j9]Soumen Chakrabarti, David Gibson, Kevin S. McCurley:
Surfing the Web Backwards. Comput. Networks 31(11-16): 1679-1693 (1999) - [j8]Soumen Chakrabarti, Byron Dom, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins, David Gibson, Jon M. Kleinberg:
Mining the Web's Link Structure. Computer 32(8): 60-67 (1999) - [j7]Soumen Chakrabarti:
Recent results in automatic Web resource discovery. ACM Comput. Surv. 31(4es): 17 (1999) - [c16]Soumen Chakrabarti:
Hypertext Databases and Data Mining. SIGMOD Conference 1999: 508 - [c15]Soumen Chakrabarti, Martin van den Berg, Byron Dom:
Distributed Hypertext Resource Discovery Through Examples. VLDB 1999: 375-386 - 1998
- [j6]Soumen Chakrabarti, Byron Dom, Prabhakar Raghavan, Sridhar Rajagopalan, David Gibson, Jon M. Kleinberg:
Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text. Comput. Networks 30(1-7): 65-74 (1998) - [j5]Micah Adler, Soumen Chakrabarti, Michael Mitzenmacher, Lars Eilstrup Rasmussen:
Parallel randomized load balancing. Random Struct. Algorithms 13(2): 159-188 (1998) - [j4]Soumen Chakrabarti, Byron Dom, Rakesh Agrawal, Prabhakar Raghavan:
Scalable Feature Selection, Classification and Signature Generation for Organizing Large Text Databases into Hierarchical Topic Taxonomies. VLDB J. 7(3): 163-178 (1998) - [c14]Soumen Chakrabarti, Byron Dom, Piotr Indyk:
Enhanced Hypertext Categorization Using Hyperlinks. SIGMOD Conference 1998: 307-318 - [c13]Michael A. Bender, Soumen Chakrabarti, S. Muthukrishnan:
Flow and Stretch Metrics for Scheduling Continuous Job Streams. SODA 1998: 270-279 - [c12]Soumen Chakrabarti, Sunita Sarawagi, Byron Dom:
Mining Surprising Patterns Using Temporal Description Length. VLDB 1998: 606-617 - 1997
- [j3]Soumen Chakrabarti, James Demmel, Katherine A. Yelick:
Models and Scheduling Algorithms for Mixed Data and Task Parallel Programs. J. Parallel Distributed Comput. 47(2): 168-184 (1997) - [c11]Soumen Chakrabarti, Byron Dom, Rakesh Agrawal, Prabhakar Raghavan:
Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases. VLDB 1997: 446-455 - 1996
- [j2]Soumen Chakrabarti:
Random Allocation of Jobs with Weights and Precedence. Theor. Comput. Sci. 162(2): 341-349 (1996) - [c10]Soumen Chakrabarti, Cynthia A. Phillips, Andreas S. Schulz, David B. Shmoys, Clifford Stein, Joel Wein:
Improved Scheduling Algorithms for Minsum Criteria. ICALP 1996: 646-657 - [c9]Soumen Chakrabarti, Manish Gupta, Jong-Deok Choi:
Global Communication Analysis and Optimization. PLDI 1996: 68-78 - [c8]Soumen Chakrabarti, S. Muthukrishnan:
Resource Scheduling for Parallel Database and Scientific Applications. SPAA 1996: 329-335 - 1995
- [c7]Chih-Po Wen, Soumen Chakrabarti, Etienne Deprit, Arvind Krishnamurthy, Katherine A. Yelick:
Runtime Support for Portable Distributed Data Structures. LCR 1995: 111-120 - [c6]Katherine A. Yelick, Chih-Po Wen, Soumen Chakrabarti, Etienne Deprit, Jeff A. Jones, Arvind Krishnamurthy:
Portable Parallel Irregular Applications. PSLS 1995: 157-173 - [c5]Soumen Chakrabarti, James Demmel, Katherine A. Yelick:
Modeling the Benefits of Mixed Data and Task Parallelism. SPAA 1995: 74-83 - [c4]Micah Adler, Soumen Chakrabarti, Michael Mitzenmacher, Lars Eilstrup Rasmussen:
Parallel randomized load balancing (Preliminary Version). STOC 1995: 238-247 - 1994
- [j1]Soumen Chakrabarti, Katherine A. Yelick:
Distributed Data Structures and Algorithms for Gröbner Basis Computation. LISP Symb. Comput. 7(2-3): 147-172 (1994) - [c3]Soumen Chakrabarti, Randolph Y. Wang:
Adaptive Control for Packet Video. ICMCS 1994: 56-62 - 1993
- [c2]Soumen Chakrabarti, Katherine A. Yelick:
Implementing an Irregular Application on a Distributed Memory Multiprocessor. PPoPP 1993: 169-178 - [c1]Soumen Chakrabarti, Katherine A. Yelick:
On the Correctness of a Distributed Memory Gröbner basis Algorithm. RTA 1993: 77-91
Coauthor Index
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