Soumen Chakrabarti

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 110

Top Venues

Publications

Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. CoRR (2024)
Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning. Trans. Mach. Learn. Res. 2024 (2024)
Arijit Nag, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs. CoRR (2024)
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 (2024)
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)
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)
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 (1) (2023)
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)
Indradyumna Roy, Rishi Agarwal, Soumen Chakrabarti, Anirban Dasgupta, Abir De
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search. NeurIPS (2023)
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)
Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers. CoRR (2023)
Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning. CoRR (2023)
Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. CoRR (2023)
Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. ACL (2) (2023)
Harshvardhan Srivastava, Kanav Pruthi, Soumen Chakrabarti, Mausam
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation. CoRR (2023)
Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL. EMNLP (2023)
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) (2023)
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)
Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi
Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers. AAAI (2023)
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 (2023)
Indradyumna Roy, Soumen Chakrabarti, Abir De
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. CoRR (2022)
Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark. CoRR (2022)
Indradyumna Roy, Soumen Chakrabarti, Abir De
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks. NeurIPS (2022)
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 (2022)
Tathagat Verma, Abir De, Yateesh Agrawal, Vishwa Vinay, Soumen Chakrabarti
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis. ICML (2022)
Abir De, Soumen Chakrabarti
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. CoRR (2022)
Soumen Chakrabarti
Deep Knowledge Graph Representation Learning for Completion, Alignment, and Question Answering. SIGIR (2022)
Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal, Soumen Chakrabarti, Mausam
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction. ACL (1) (2022)
Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. CoRR (2022)
Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam
Joint Completion and Alignment of Multilingual Knowledge Graphs. EMNLP (2022)
Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De
Interpretable Neural Subgraph Matching for Graph Retrieval. AAAI (2022)
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)
Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision. WSDM (2022)
Abir De, Soumen Chakrabarti
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection. NeurIPS (2022)
Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification. CoNLL (2021)
Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. CoRR (2021)
Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. NeurIPS (2021)
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)
Abir De, Soumen Chakrabarti
Differentially Private Link Prediction with Protected Connections. AAAI (2021)
Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar
Question Answering Over Temporal Knowledge Graphs. CoRR (2021)
Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Joint Autoregressive and Graph Models for Software and Developer Social Networks. ECIR (1) (2021)
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 (2021)
Apoorv Saxena, Soumen Chakrabarti, Partha P. Talukdar
Question Answering Over Temporal Knowledge Graphs. ACL/IJCNLP (1) (2021)
Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti
Integrating Transductive and Inductive Embeddings Improves Link Prediction Accuracy. CIKM (2021)
Subhabrata Dutta, Shravika Mittal, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
Incomplete Gamma Integrals for Deep Cascade Prediction using Content, Network, and Exogenous Signals. CoRR (2021)
Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Joint Autoregressive and Graph Models for Software and Developer Social Networks. CoRR (2021)
Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations. NeurIPS (2021)
Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti
A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification. CoRR (2021)
Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti
Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy. CoRR (2021)
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)
Harkanwar Singh, Soumen Chakrabarti, Prachi Jain, Sharod Roy Choudhury, Mausam
Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment. AKBC (2021)
Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
Topic Transferable Table Question Answering. CoRR (2021)
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 (2021)
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 (2021)
Indradyumna Roy, Abir De, Soumen Chakrabarti
Adversarial Permutation Guided Node Representations for Link Prediction. AAAI (2021)
Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems. CoRR (2021)
Harkanwar Singh, Prachi Jain, Mausam, Soumen Chakrabarti
Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment. CoRR (2021)
Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. EMNLP (1) (2020)
Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. KDD (2020)
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) (2020)
Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. CoRR (2020)
Soumen Chakrabarti
Interpretable Complex Question Answering. WWW (2020)
Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
NLP Service APIs and Models for Efficient Registration of New Clients. CoRR (2020)
Indradyumna Roy, Abir De, Soumen Chakrabarti
Adversarial Permutation Guided Node Representations for Link Prediction. CoRR (2020)
Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
Knowledge Base Completion: Baseline strikes back (Again). CoRR (2020)
Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti
IMoJIE: Iterative Memory-Based Joint Open Information Extraction. ACL (2020)
Marco Ponza, Paolo Ferragina, Soumen Chakrabarti
On Computing Entity Relatedness in Wikipedia, with Applications. Knowl. Based Syst. 188 (2020)
Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
NLP Service APIs and Models for Efficient Registration of New Clients. EMNLP (Findings) (2020)
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)
Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. EMNLP (1) (2020)
Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. CoRR (2020)
Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty
Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. CoRR (2020)
Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti
IMoJIE: Iterative Memory-Based Joint Open Information Extraction. CoRR (2020)
Kunal Goyal, Utkarsh Gupta, Abir De, Soumen Chakrabarti
Deep Neural Matching Models for Graph Retrieval. SIGIR (2020)
Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra
Scene Graph based Image Retrieval - A case study on the CLEVR Dataset. CoRR (2019)
Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. ACL (1) (2019)
Mayank Singh, Rajdeep Sarkar, Atharva Vyas, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Automated Early Leaderboard Generation from Comparative Tables. ECIR (1) (2019)
Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models. AAAI (2019)
Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti
A Deep Generative Model for Code Switched Text. IJCAI (2019)
Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty
Multi-task Learning for Target-Dependent Sentiment Classification. PAKDD (1) (2019)
Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti
A Deep Generative Model for Code-Switched Text. CoRR (2019)
Vihari Piratla, Sunita Sarawagi, Soumen Chakrabarti
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. CoRR (2019)
Abir De, Soumen Chakrabarti
Privacy Preserving Link Prediction with Latent Geometric Network Models. CoRR (2019)
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 (2019)
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) (2019)
Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Analysis of Reference and Citation Copying in Evolving Bibliographic Networks. CoRR (2019)
Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. CoRR (2019)
Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. ACL (1) (2019)
Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty
Multi-task Learning for Target-dependent Sentiment Classification. CoRR (2019)
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)
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) (2019)
Soumen Chakrabarti
Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between. SIGIR (2018)
Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
Generalizing Across Domains via Cross-Gradient Training. ICLR (Poster) (2018)
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) (2018)
Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference. IJCAI (2018)
Sandeep Subramanian, Soumen Chakrabarti
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. CoRR (2018)
Sandeep Subramanian, Soumen Chakrabarti
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. SIGIR (2018)
Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
Generalizing Across Domains via Cross-Gradient Training. CoRR (2018)
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 (2018)
Prachi Jain, Pankaj Kumar, Mausam, Soumen Chakrabarti
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. ACL (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soumen Chakrabarti