Anoop Deoras

According to our database, Anoop Deoras authored at least 37 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Approximately Aligned Decoding.

Daniel Melcer, Sujan K. Gonugondla, Pramuditha Perera, Haifeng Qian, Wen-Hao Chiang, Yanjun Wang, Nihal Jain, Pranav Garg, Xiaofei Ma, Anoop Deoras

CoRR, 2024

Training LLMs to Better Self-Debug and Explain Code.

Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras

CoRR, 2024

Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.

Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Pre-trained Recommender Systems: A Causal Debiasing Perspective.

Ziqian Lin, Hao Ding, Trong Nghia Hoang, Branislav Kveton, Anoop Deoras, Hao Wang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Collage: Light-Weight Low-Precision Strategy for LLM Training.

Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R. Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation.

Gauthier Guinet, Behrooz Omidvar-Tehrani, Anoop Deoras, Laurent Callot

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fewer Truncations Improve Language Modeling.

Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

Proceedings of the Forty-first International Conference on Machine Learning, 2024

CodeFort: Robust Training for Code Generation Models.

Yuhao Zhang, Shiqi Wang, Haifeng Qian, Zijian Wang, Mingyue Shang, Linbo Liu, Sanjay Krishna Gouda, Baishakhi Ray, Murali Krishna Ramanathan, Xiaofei Ma, Anoop Deoras

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

BASS: Batched Attention-optimized Speculative Sampling.

Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Lightweight reranking for language model generations.

Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Pre-trained Recommender Systems: A Causal Debiasing Perspective.

Ziqian Lin, Hao Ding, Nghia Hoang, Branislav Kveton, Anoop Deoras, Hao Wang

CoRR, 2023

Self-consistency for open-ended generations.

Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

CoRR, 2023

Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances.

Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Personalized federated domain adaptation for item-to-item recommendation.

Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Trending Now: Modeling Trend Recommendations.

Hao Ding, Branislav Kveton, Yifei Ma, Youngsuk Park, Venkataramana Kini, Yupeng Gu, Ravi Divvela, Fei Wang, Anoop Deoras, Hao Wang

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series.

Mostafa Rahmani, Anoop Deoras, Laurent Callot

CoRR, 2022

Bridging Recommendation and Marketing via Recurrent Intensity Modeling.

Yifei Ma, Ge Liu, Anoop Deoras

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback.

Trong Nghia Hoang, Anoop Deoras, Tong Zhao, Jin Li, George Karypis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Zero-Shot Recommender Systems.

Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang

CoRR, 2021

2016

An Empirical Investigation of Word Class-Based Features for Natural Language Understanding.

Asli Celikyilmaz, Ruhi Sarikaya, Minwoo Jeong, Anoop Deoras

IEEE ACM Trans. Audio Speech Lang. Process., 2016

2014

Application of Deep Belief Networks for Natural Language Understanding.

Ruhi Sarikaya, Geoffrey E. Hinton, Anoop Deoras

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Detecting out-of-domain utterances addressed to a virtual personal assistant.

Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Shrinkage based features for slot tagging with conditional random fields.

Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Task specific continuous word representations for mono and multi-lingual spoken language understanding.

Tasos Anastasakos, Young-Bum Kim, Anoop Deoras

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Joint Discriminative Decoding of Words and Semantic Tags for Spoken Language Understanding.

Anoop Deoras, Gökhan Tür, Ruhi Sarikaya, Dilek Hakkani-Tür

IEEE Trans. Speech Audio Process., 2013

Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model.

Anoop Deoras, Tomás Mikolov, Stefan Kombrink, Kenneth Church

Speech Commun., 2013

Semantic parsing using word confusion networks with conditional random fields.

Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Deep belief network based semantic taggers for spoken language understanding.

Anoop Deoras, Ruhi Sarikaya

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Joint Decoding for Speech Recognition and Semantic Tagging.

Anoop Deoras, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Empirical Evaluation and Combination of Advanced Language Modeling Techniques.

Tomás Mikolov, Anoop Deoras, Stefan Kombrink, Lukás Burget, Jan Cernocký

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Variational approximation of long-span language models for lvcsr.

Anoop Deoras, Tomás Mikolov, Stefan Kombrink, Martin Karafiát, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2011

A Fast Re-scoring Strategy to Capture Long-Distance Dependencies.

Anoop Deoras, Tomás Mikolov, Kenneth Church

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Strategies for training large scale neural network language models.

Tomás Mikolov, Anoop Deoras, Daniel Povey, Lukás Burget, Jan Cernocký

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Model combination for Speech Recognition using Empirical Bayes Risk minimization.

Anoop Deoras, Denis Filimonov, Mary P. Harper, Frederick Jelinek

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Language model adaptation using Random Forests.

Anoop Deoras, Frederick Jelinek, Yi Su

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Iterative decoding: A novel re-scoring framework for confusion networks.

Anoop Deoras, Frederick Jelinek

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Decoding-time prediction of non-verbalized punctuation.

Anoop Deoras, Jürgen Fritsch

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008