Learning multi-linear representations of distributions for efficient inference. - Dan Roth 001; Rajhans Samdani (Mach. Learn., 2009)

Automatic Model Adaptation for Complex Structured Domains. - Geoffrey Levine; Gerald DeJong; Li-Lun Wang; Rajhans Samdani; Shankar Vembu; Dan Roth 001 (ECML/PKDD (2), 2010)

Inference Protocols for Coreference Resolution. - Kai-Wei Chang; Rajhans Samdani; Alla Rozovskaya; Nick Rizzolo; Mark Sammons; Dan Roth 001 (CoNLL Shared Task, 2011)

Constrained conditional models for information fusion. - Gourab Kundu; Dan Roth 001; Rajhans Samdani (FUSION, 2011)

Domain Adaptation with Ensemble of Feature Groups. - Rajhans Samdani; Wen-tau Yih (IJCAI, 2011)

Illinois-Coref: The UI System in the CoNLL-2012 Shared Task. - Kai-Wei Chang; Rajhans Samdani; Alla Rozovskaya; Mark Sammons; Dan Roth 001 (EMNLP-CoNLL Shared Task, 2012)

Efficient Decomposed Learning for Structured Prediction. - Rajhans Samdani; Dan Roth 001 (ICML, 2012)

Unified Expectation Maximization. - Rajhans Samdani; Ming-Wei Chang; Dan Roth 001 (HLT-NAACL, 2012)

A Constrained Latent Variable Model for Coreference Resolution. - Kai-Wei Chang; Rajhans Samdani; Dan Roth 001 (EMNLP, 2013)

Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems. - Xiao Cheng; Bingling Chen; Rajhans Samdani; Kai-Wei Chang; Zhiye Fei; Mark Sammons; John Wieting; Subhro Roy; Chizheng Wang; Dan Roth 001 (TAC, 2013)

A Discriminative Latent Variable Model for Online Clustering. - Rajhans Samdani; Kai-Wei Chang; Dan Roth 001 (ICML, 2014)

Practical User Feedback-driven Internal Search Using Online Learning to Rank. - Rajhans Samdani; Pierre Rappolt; Ankit Goyal; Pratyus Patnaik (CoRR, 2019)

Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining. - Yuxiang Wei 003; Hojae Han; Rajhans Samdani (CoRR, 2024)

ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments. - Hojae Han; Seung-won Hwang; Rajhans Samdani; Yuxiong He (ICLR, 2025)