← Authors

Soumen Chakrabarti

52 papers · 2005–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (12) πŸ† Grand Slam πŸ”¬ Deep Specialist (10) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (10) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (211) πŸ“ˆ Trend Setter πŸ’Ž Century Club (52) πŸš€ Conference Pioneer

Conferences

ACL (12) EMNLP (12) NIPS (7) AAAI (6) IJCAI (4) ICLR (3) NAACL (3) ICML (2) CONLL (1) EACL (1) IJCNLP (1)

Top co-authors

Abir De (12) Indradyumna Roy (8) Niloy Ganguly (8) Sunita Sarawagi (7) Mausam (7) Animesh Mukherjee (6) Arijit Nag (6) Bidisha Samanta (5) Prachi Jain (4) Tanmoy Chakraborty (4)

Research topics

Differential Privacy (1)

Keywords

low-resource language (6) neural network (5) graph neural network (4) open information extraction (4) knowledge base completion (4) large language model (4) link prediction (3) temporal knowledge graph (3) knowledge graph (3) graph retrieval (3) question answering (3) knowledge graph embedding (3) table question answering (3) sequence labeling (2) domain adaptation (2) transfer learning (2) graph embedding (2) information retrieval (2) named entity recognition (2) semantic parsing (2)

Papers

Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025
Efficient Continual Pre-training of LLMs for Low-resource Languages NAACL 2025
Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations ICLR 2025
Dense Retrieval with Quantity Comparison Intent ACL 2025
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ACL 2025
Position: Graph Matching Systems Deserve Better Benchmarks ICML 2025
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024
Graph Edit Distance with General Costs Using Neural Set Divergence NIPS 2024
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NIPS 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs EMNLP 2024
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search NIPS 2023
Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ACL 2023
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs EACL 2023
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL EMNLP 2023
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction ACL 2022
Interpretable Neural Subgraph Matching for Graph Retrieval AAAI 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NIPS 2022
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks NIPS 2022
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification CONLL 2021
Differentially Private Link Prediction with Protected Connections AAAI 2021
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems NIPS 2021
Question Answering Over Temporal Knowledge Graphs IJCNLP 2021
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations NIPS 2021
Adversarial Permutation Guided Node Representations for Link Prediction AAAI 2021
Question Answering Over Temporal Knowledge Graphs ACL 2021
Topic Transferable Table Question Answering EMNLP 2021
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification EMNLP 2021
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020
IMoJIE: Iterative Memory-Based Joint Open Information Extraction ACL 2020
NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction EMNLP 2020
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019
Neural Program Induction for KBQA Without Gold Programs or Query Annotations IJCAI 2019
A Deep Generative Model for Code Switched Text IJCAI 2019
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models AAAI 2019
Generalizing Across Domains via Cross-Gradient Training ICLR 2018
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading IJCAI 2017
Collective Entity Resolution with Multi-Focal Attention ACL 2016
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries EMNLP 2014
Joint Bootstrapping of Corpus Annotations and Entity Types EMNLP 2013
Enhanced Answer Type Inference from Questions using Sequential Models EMNLP 2005