Publications

Journals

  1. “Morphology Generation for English-Indian Language Statistical Machine Translation”[Sreelekha S], Springer Journal of Soft Computing, Vol. 25, pages3657–3664(2021), November 2020, DOI:10.1007/s00500-020-05393-7
  2. “Machine Translation between Malayalam and English”[Sreelekha S]The Linguistics Journal, Volume 14, Issue 2, Pages:7-31, December 2020
  3. "Indowordnets help in Indian Language Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] Springer Journal of AI & Society, September 2019, Vol. 35, pp 689–698 (2020) , DOI:10.1007/s00146-019-00907-w
  4. “NeuroSymbolic Integration with Uncertainty”[Sreelekha S] Springer Journal - Annals of Mathematics and Artificial Intelligence, 2018, Vol. 84, Issue 3–4, pp 201–220, DOI:10.1007/s10472-018-9605-y.
  5. “Role of Morphology Injection in SMT: A Case Study from Indian Language Perspective”[Sreelekha S, Pushpak Bhattacharyya] ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP) 2017, Vol. 17, Issue No. 1, Article 1, DOI:10.1145/3129208.
  6. “Statistical vs. Rule-Based Machine Translation: A Comparative Study on Indian Languages”[Sreelekha S, Pushpak Bhattacharyya, Malathi.D] Springer Journal of Advances in Intelligence and Soft Computing, 2017, Vol. 632, DOI 10.1007/978-981-10-5520-1_60, ISBN:978-981-10-5519-5
  7. "NeuroSymbolic Integration with Association Rule Mining"[Sreelekha S, Malathi.D] International Journal of Pure and Applied Mathematics, 2017, Vol. 114, Issue No:12, Pages:769-776
  8. “A Survey Report on Evolution of Machine Translation”[Sreelekha S, Pushpak Bhattacharyya, Shishir K. Jha, Malathi.D] International Journal of Control Theory and Applications, 2016, Vol.9,Issue No:33, Pages:233-240

Conferences

  1. “Morphology Injection for English-Malayalam Statistical Machine Translation”[Sreelekha S, Pushpak Bhattacharyya]International Conference on Lexical Resources and Evaluation-LREC, Pages: 1-7, 7-12 May 2018, Miyazaki (Japan)
  2. "Decoding Tracer Utility" [Sreelekha S, Pushpak Bhattacharyya] International Joint Conference on Natural Language Processing, IJCNLP-Demo, Pages: 1-4, November 27 - December 1, 2017 Taipei (Taiwan)
  3. “Lexical Resources to Enrich English-Malayalam MT”[Sreelekha S, Pushpak Bhattacharyya]International Conference on Lexical Resources and Evaluation-LREC,Pages: 1-8, 23-28 May, 2016, Portorož (Slovenia)
  4. "NeuroSymbolic Integration with Association Rule Mining"[Sreelekha S, Malathi.D] International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems-ICAIECES, Pages: 1-8, 19-21 May 2016, Chennai (India)
  5. “Solving Data Sparsity by Morphology Injection in Factored SMT”[Sreelekha S, Piyush Dungarwal, Pushpak Bhattacharyya, Malathi.D] ACL Anthology-Proceedings of the 12th International Conference on Natural Language Processing-ICON, Pages: 1-5, 11-13 December, 2015, Trivandrum (India).
  6. "Case study on English-Malayalam Machine Translation”[Sreelekha S, Pushpak Bhattacharyya, Malathi.D] iDravidian Proceedings-ICON, Pages: 1-10, 11-13 December, 2015, Trivandrum(India).
  7. “Lexical Resources for Hindi-Marathi MT” [Sreelekha S, Pushpak Bhattacharyya, D.Malathi] WILDRE Proceedings, LREC, pages-102-110, 26-31 May, 2014, Reykjavik (Iceland)
  8. “Comparison of SMT and RBMT, the Requirement of Hybridization for Marathi–Hindi MT”[Sreelekha S, Raj Dabre, Pushpak Bhattacharyya] ICON- International Conference on Natural Language Processing, Pages: 1-10, 18-20 December, 2013, Noida(India).

Pre-print Publications

  1. “Role of Morphology Injection in Statistical Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1709.05487 (2017)
  2. “Phrase Pair Mappings for Hindi-English Statistical Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1710.02100 (2017)
  3. “Morphology Generation for Statistical Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1710.02093 (2017)
  4. “Indowordnets help in Indian Language Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1710.02086 (2017)
  5. “Bilingual Words and Phrase Mappings for Marathi and Hindi SMT”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1710.02398 (2017)
  6. “Statistical vs. Rule-Based Machine Translation: A Case Study on Indian Language Perspective” [Sreelekha S] CoRR abs/1708.04559 (2017)
  7. “A Case study on English-Malayalam Machine Translation”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1702.08217 (2017)
  8. “Lexical Resources for Hindi-Marathi MT” [Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1703.01485 (2017)
  9. “Comparison of SMT and RBMT, the Requirement of Hybridization for Marathi–Hindi MT”[Sreelekha S, Pushpak Bhattacharyya] CoRR abs/1703.03666 (2017)

Patents

  1. "Method for Quantifying Uncertainty in a System"[Sreelekha S] PCT, WIPO - World Intellectual Property Organization, 2017
  2. "Integrated Decision Support System and Method for Deriving Inferences from Datasets"[Sreelekha S] PCT, WIPO - World Intellectual Property Organization, 2017
  3. "Method for Quantifying Uncertainty in a System"[Sreelekha S] Indian Patent, 2016
  4. "Integrated Decision Support System and Method for Deriving Inferences from Datasets" [Sreelekha S] Indian Patent, 2016

Technical Systems

  1. Decoding Tracer
  2. English-Malayalam StatisticalMachineTranslation System
  3. Malayalam-English StatisticalMachineTranslation System
  4. Marathi-Hindi StatisticalMachineTranslation System
  5. Hindi-Marathi StatisticalMachineTranslation System
  6. English-Hindi StatisticalMachineTranslation System
  7. Hindi-English StatisticalMachineTranslation System
  8. English-Marathi StatisticalMachineTranslation System
  9. Marathi-English StatisticalMachineTranslation System
  10. French- English StatisticalMachineTranslation System

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