Partha Pratim Talukdar

Doctoral Student
Computer & Information Science Department
University of Pennsylvania
Philadelphia, PA - 19104

Email: partha at cis dot upenn dot edu

CV (outdated)
Advisors: Mark Liberman and Fernando Pereira.

Research

I am primarily interested in machine learning, computational linguistics and cognitive science.

Research Groups: Structured Learning at Penn and Penn BioIE Group


Publications

2008

Koby Crammer, Partha Pratim Talukdar, Fernando Pereira. A Rate-Distortion One-Class Model and its Applications to Clustering. International Conference on Machine Learning (ICML) 2008, Helsinki, Finland.

Partha Pratim Talukdar, Marie Jacob, Mohammad Salman Mehmood, Koby Crammer, Zack Ives, Fernando Pereira, Sudipto Guha. Learning to Create Data-Integrating Queries. To appear in 34th International Conference on Very Large Databases (VLDB 2008), Auckland, New Zealand.

Partha Pratim Talukdar, John Blitzer, Ted Sandler, Mark Dredze, Koby Crammer, Fernando Pereira. DRASO: Declaratively Regularized Alternating Structural Optimization. To appear in ICML 2008 Workshop on Prior Knowledge for Text and Language Processing, Helsinki, Finland.

2007

Kedar Bellare, Partha Pratim Talukdar, Giridhar Kumaran, Fernando Pereira, Mark Liberman, Andrew McCallum and Mark Dredze. Lightly-Supervised Attribute Extraction. NIPS 2007 Workshop on Machine Learning for Web Search.

Mark Dredze, John Blitzer, Partha Pratim Talukdar, Kuzman Ganchev, Joao Graca, and Fernando Pereira. Frustratingly Hard Domain Adaptation for Dependency Parsing. CoNLL Shared Task Session of EMNLP-CoNLL 2007, Prague.

Koby Crammer, Mark Dredze, Kuzman Ganchev, Partha Pratim Talukdar and Steve Caroll. Automatic Code Assignment to Medical Text. BioNLP 2007, Prague.

2006

Partha Pratim Talukdar, Thorsten Brants, Mark Liberman and Fernando Pereira, A Context Pattern Induction Method for Named Entity Extraction, Tenth Conference on Computational Natural Language Learning (CoNLL-X), New York City, June 8-9, 2006.

2004

K. Panchapagesan, Partha Pratim Talukdar, N. Sridhar Krishna, Kalika Bali, A.G. Ramakrishnan, Hindi Text Normalization, Fifth International Conference on Knowledge Based Computer Systems (KBCS), 19-22 December 2004, Hyderabad India.

Sriram S., Partha Pratim Talukdar, Sameer Badaskar, Kalika Bali, A.G. Ramakrishnan, Phonetic Distance Based Cross-lingual Search, International Conference on Natural Language Processing, 19-22 December 2004, Hyderabad India.

Satinder Singh, Partha Talukdar, Sridhar Krishna, Sandeep Manocha, Kalika Bali, Sitaram R.N.V., Optimal Creation of Speech Databases for Indian Language Speech Technology, International Conference on Speech and Language Technology/ O-COCOSDA , 17-19 November 2004, New Delhi, India.

Kalika Bali, A.G.Ramakrishnan, Partha Pratim Talukdar, N. Sridhar Krishna, Tools for the Development of a Hindi Speech Synthesis System, 5th ISCA Speech Synthesis Workshop, 14th-16th June 2004, Carnegie Mellon University, USA.

N. Sridhar Krishna, Partha Pratim Talukdar, Kalika Bali, A.G. Ramakrishnan, Duration Modeling for Hindi Text-to-Speech Synthesis, 8th International Conference on Spoken Language Laguage Processing (ICSLP), 4th-8th October 2004, Jeju Island, Korea.

Deepa S.R., A.G. Ramakrishnan, Kalika Bali, Partha Pratim Talukdar, Automatic Generation of Compound Word Lexicon for Hindi Speech Synthesis, Language Resources and Evaluation Conference (LREC) 2004, Portugal, 26-28 May 2004.


Fall 2004

- CIS 500 Software Foundations
- CIS 501 Computer Architecture
- CIS 520 AI & Machine Learning
- Independent study.

Spring 2005

- CIS 502 Analysis of Algorithms
- CIS 511 Theory of Computation
- CIS 620 Advanced AI
- Independent study.

Fall 2005

- ESE 605 Convex Optimization
- Indepedent Study
- TA for CSE 140
-

Spring 2006

- Stat 991 Ensemble Learning Seminar
- Indepedent Study
- TA for CSE 112
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Last Updated: September 5, 2007