User:Asaluja

I'm Avneesh, a second year PhD student in ECE & LTI. I'm taking this class because it's quite pertinent to my research interests.

My External Page

You can find more info on my page, including a picture.

Class Project

Proposed project: Training SMT Systems with Latent Structural SVM

Project Page

Wiki Write-Ups

Please grade write-ups under Papers and Methods.

Papers

• A.Subramanya & J.Bilmes, EMNLP 2008: Soft-Supervised Learning for Text Classification
• M.W. Chang, V. Srikumar, D. Goldwasser, D. Roth, ICML 2010: Structured Output Learning with Indirect Supervision
• P. Blunsom, T. Cohn, M. Osborne, ACL 2008: A Discriminative Latent Variable Model for Statistical Machine Translation
• S.Kok, C.Brockett, NAACL/HLT 2010: Hitting the Right Paraphrases in Good Time
• C.Dyer, J.Clark, A.Lavie, N.Smith, ACL 2011: Unsupervised Word Alignment with Arbitrary Features

Methods

• Alternating Minimization
• Measure Propagation
• L-BFGS

Datasets

• Reuters 21578 Dataset