Soumen Chakrabarti

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