Sourav Dutta - RankMe

77 papers A* 9A 5B 5Misc 2Journal 32Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ColBERT-Att: Late-Interaction Meets Attention for Enhanced Retrieval. CoRR Raj Nath Patel, Sourav Dutta
2025	J	`jnl`	DROID: Dual Representation for Out-of-Scope Intent Detection. CoRR Wael Rashwan, Hossam M. Zawbaa, Sourav Dutta, Haytham Assem
2025	Misc	`conf`	QuARK: LLM-Based Domain-Specific Question Answering Using Retrieval Augmented Generation and Knowledge Graphs. RANLP Edward Burgin, Sourav Dutta, MingXue Wang
2024	A	`conf`	BRECS: Enhanced Binary Representation of Word Embeddings via Cosine Similarity. ECAI Rajdeep Sarkar, Sourav Dutta, John P. McCrae
2024	—	`conf`	Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. LREC/COLING Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem
2024	J	`jnl`	Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. CoRR Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem
2024	J	`jnl`	RSVP: Beyond Weisfeiler Lehman Graph Isomorphism Test. CoRR Sourav Dutta, Arnab Bhattacharya
2024	—	`conf`	VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information. COMAD/CODS Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2023	A*	`conf`	AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. EMNLP Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
2023	J	`jnl`	AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. CoRR Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
2023	—	`conf`	Attending to Entity Class Attributes for Named Entity Recognition with Few-Shot Learning. IntelliSys (3) Raj Nath Patel, Sourav Dutta, Haytham Assem
2023	B	`conf`	Gradient Sparsification For Masked Fine-Tuning of Transformers. IJCNN James O'Neill, Sourav Dutta
2023	J	`jnl`	Gradient Sparsification For Masked Fine-Tuning of Transformers. CoRR James O'Neill, Sourav Dutta
2023	A*	`conf`	Improved Vector Quantization For Dense Retrieval with Contrastive Distillation. SIGIR James O'Neill, Sourav Dutta
2023	J	`jnl`	Intent Classification by the Use of Automatically Generated Knowledge Graphs. Inf. Mihael Arcan, Sampritha H. Manjunath, Cécile Robin, Ghanshyam Verma, Devishree Pillai, Simon Sarkar, Sourav Dutta, Haytham Assem, John P. McCrae, Paul Buitelaar
2023	J	`jnl`	Learning fine-grained search space pruning and heuristics for combinatorial optimization. J. Heuristics Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani
2023	—	`conf`	Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. ACL (2) James O'Neill, Sourav Dutta
2023	J	`jnl`	Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. CoRR James O'Neill, Sourav Dutta
2022	A*	`conf`	AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. EMNLP Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang
2022	J	`jnl`	AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. CoRR Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang
2022	—	`conf`	Aligned Weight Regularizers for Pruning Pretrained Neural Networks. ACL (Findings) James O'Neill, Sourav Dutta, Haytham Assem
2022	J	`jnl`	Aligned Weight Regularizers for Pruning Pretrained Neural Networks. CoRR James O'Neill, Sourav Dutta, Haytham Assem
2022	—	`conf`	Cage: A Hybrid Framework for Closed-Domain Conversational Agents. ECML/PKDD (6) Edward Burgin, Sourav Dutta, Haytham Assem, Raj Nath Patel
2022	—	`conf`	Enhanced Sentence Meta-Embeddings for Textual Understanding. ECIR (2) Sourav Dutta, Haytham Assem
2022	B	`conf`	Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. COLING Silviu Vlad Oprea, Sourav Dutta, Haytham Assem
2022	—	`conf`	Self-distilled Pruning of Deep Neural Networks. ECML/PKDD (2) James O'Neill, Sourav Dutta, Haytham Assem
2022	A*	`conf`	Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation. KDD Rajdeep Sarkar, Sourav Dutta, Haytham Assem, Mihael Arcan, John P. McCrae
2021	—	`conf`	Cross-lingual Sentence Embedding using Multi-Task Learning. EMNLP (1) Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae
2021	B	`conf`	DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. SIGDIAL Haytham Assem, Sourav Dutta, Edward Burgin
2021	J	`jnl`	Deep Neural Compression Via Concurrent Pruning and Self-Distillation. CoRR James O'Neill, Sourav Dutta, Haytham Assem
2021	—	`conf`	Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders. IEEE BigData Raj Nath Patel, Edward Burgin, Haytham Assem, Sourav Dutta
2021	—	`conf`	Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework. IEEE BigData Koustava Goswami, Sourav Dutta, Haytham Assem
2021	—	`conf`	Qasar: Self-Supervised Learning Framework for Extractive Question Answering. IEEE BigData Haytham Assem, Rajdeep Sarkar, Sourav Dutta
2021	J	`jnl`	Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval. CoRR Sourav Dutta, Haytham Assem, Edward Burgin
2021	A	`conf`	VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. CIKM Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2021	J	`jnl`	VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. CoRR Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2020	J	`jnl`	ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs. Proc. VLDB Endow. Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2020	J	`jnl`	Learning fine-grained search space pruning and heuristics for combinatorial optimization. CoRR Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani
2020	—	`conf`	RADAR: Fast Approximate Reverse Rank Queries. IntelliSys (3) Sourav Dutta
2020	A	`conf`	Towards Quantifying the Distance between Opinions. ICWSM Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri, Srinivasan Parthasarathy, Alessandra Sala
2020	J	`jnl`	Towards Quantifying the Distance between Opinions. CoRR Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri, Srinivasan Parthasarathy, Alessandra Sala
2020	J	`jnl`	Unsupervised Word Translation Pairing using Refinement based Point Set Registration. CoRR Silviu Oprea, Sourav Dutta, Haytham Assem
2019	—	`conf`	A System for Analysis and Remediation of Attrition. IEEE BigData Neil Brockett, Catriona Clarke, Michele Berlingerio, Sourav Dutta
2019	J	`jnl`	Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. Inf. Retr. J. Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala
2019	A	`conf`	Finding a Maximum Clique in Dense Graphs via χ2 Statistics. CIKM Sourav Dutta, Juho Lauri
2019	A*	`conf`	Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems. AAAI Juho Lauri, Sourav Dutta
2019	J	`jnl`	Fine-grained Search Space Classification for Hard Enumeration Variants of Subset Problems. CoRR Juho Lauri, Sourav Dutta
2019	J	`jnl`	Learning Multi-Stage Sparsification for Maximum Clique Enumeration. CoRR Marco Grassia, Juho Lauri, Sourav Dutta, Deepak Ajwani
2018	—	`conf`	ANNOTATE: orgANizing uNstructured cOntenTs viA Topic labEls. IEEE BigData Deepak Ajwani, Bilyana Taneva, Sourav Dutta, Patrick K. Nicholson, Ghasem Heyrani-Nobari, Alessandra Sala
2018	—	`conf`	Automated Knowledge Hierarchy Assessment. ProfS/KG4IR/Data:Search@SIGIR Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala
2018	—	`conf`	Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization. HT Deepak Ajwani, Sourav Dutta, Patrick K. Nicholson, Luca Maria Aiello, Alessandra Sala
2018	A*	`conf`	Enriching Taxonomies With Functional Domain Knowledge. SIGIR Nikhita Vedula, Patrick K. Nicholson, Deepak Ajwani, Sourav Dutta, Alessandra Sala, Srinivasan Parthasarathy
2017	J	`jnl`	Credible Review Detection with Limited Information using Consistency Analysis. CoRR Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
2017	—	`—`	Efficient knowledge management for named entities from text. Sourav Dutta
2017	A*	`conf`	Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics. WWW Sourav Dutta, Pratik Nayek, Arnab Bhattacharya
2016	—	`conf`	Credible Review Detection with Limited Information Using Consistency Features. ECML/PKDD (2) Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
2016	A*	`conf`	KOGNAC: Efficient Encoding of Large Knowledge Graphs. IJCAI Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum
2016	J	`jnl`	KOGNAC: Efficient Encoding of Large Knowledge Graphs. CoRR Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum
2015	A*	`conf`	C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. EMNLP Sourav Dutta, Gerhard Weikum
2015	J	`jnl`	Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment. Trans. Assoc. Comput. Linguistics Sourav Dutta, Gerhard Weikum
2015	A	`conf`	MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance. ECIR Sourav Dutta
2015	—	`conf`	Predictive Caching Framework for Mobile Wireless Networks. MDM (1) Sourav Dutta, Ankur Narang, Souvik Bhattacherjee, Ananda Swarup Das, Dilip Krishnaswamy
2015	—	`conf`	Unsupervised Rank Aggregation using Hierarchical User Similarity Clustering. SCAI Sourav Dutta
2013	J	`jnl`	Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams. Proc. VLDB Endow. Sourav Dutta, Ankur Narang, Suman K. Bera
2012	J	`jnl`	Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams CoRR Suman K. Bera, Sourav Dutta, Ankur Narang, Souvik Bhattacherjee
2012	B	`conf`	CloudMap: Workload-aware placement in private heterogeneous clouds. NOMS Balaji Viswanathan, Akshat Verma, Sourav Dutta
2012	J	`jnl`	INSTRUCT: Space-Efficient Structure for Indexing and Complete Query Management of String Databases CoRR Sourav Dutta, Arnab Bhattacharya
2012	—	`conf`	SmartScale: Automatic Application Scaling in Enterprise Clouds. IEEE CLOUD Sourav Dutta, Sankalp Gera, Akshat Verma, Balaji Viswanathan
2012	B	`conf`	Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach. EDBT Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
2011	J	`jnl`	Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries CoRR Arnab Bhattacharya, B. Palvali Teja, Sourav Dutta
2011	—	`conf`	Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries. DEXA (2) Arnab Bhattacharya, B. Palvali Teja, Sourav Dutta
2011	J	`jnl`	Multidimensional Balanced Allocation for Multiple Choice & (1 + Beta) Processes CoRR Ankur Narang, Sourav Dutta, Souvik Bhattacherjee
2011	J	`jnl`	Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries CoRR Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
2011	J	`jnl`	Towards "Intelligent Compression" in Streams: A Biased Reservoir Sampling based Bloom Filter Approach CoRR Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
2010	Misc	`conf`	INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases. COMAD Sourav Dutta, Arnab Bhattacharya
2010	J	`jnl`	Mining Statistically Significant Substrings Based on the Chi-Square Measure CoRR Sourav Dutta, Arnab Bhattacharya
2010	—	`conf`	Most Significant Substring Mining Based on Chi-square Measure. PAKDD (1) Sourav Dutta, Arnab Bhattacharya