Anoop Deoras

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Language Understanding

Language Modeling

Item Recommendation

Implicit Feedback

Top Venues

Publications

Gauthier Guinet, Behrooz Omidvar-Tehrani, Anoop Deoras, Laurent Callot
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation. CoRR (2024)
Yuhao Zhang, Shiqi Wang, Haifeng Qian, Zijian Wang, Mingyue Shang, Linbo Liu, Sanjay Krishna Gouda, Baishakhi Ray, Murali Krishna Ramanathan, Xiaofei Ma, Anoop Deoras
CodeFort: Robust Training for Code Generation Models. CoRR (2024)
Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto
Fewer Truncations Improve Language Modeling. CoRR (2024)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. WSDM (2024)
Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras
Training LLMs to Better Self-Debug and Explain Code. CoRR (2024)
Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras
BASS: Batched Attention-optimized Speculative Sampling. CoRR (2024)
Ziqian Lin, Hao Ding, Trong Nghia Hoang, Branislav Kveton, Anoop Deoras, Hao Wang
Pre-trained Recommender Systems: A Causal Debiasing Perspective. WSDM (2024)
Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras
BASS: Batched Attention-optimized Speculative Sampling. ACL (Findings) (2024)
Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang
Lightweight reranking for language model generations. ACL (1) (2024)
Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan
Collage: Light-Weight Low-Precision Strategy for LLM Training. CoRR (2024)
Hao Ding, Branislav Kveton, Yifei Ma, Youngsuk Park, Venkataramana Kini, Yupeng Gu, Ravi Divvela, Fei Wang, Anoop Deoras, Hao Wang
Trending Now: Modeling Trend Recommendations. RecSys (2023)
Ziqian Lin, Hao Ding, Nghia Hoang, Branislav Kveton, Anoop Deoras, Hao Wang
Pre-trained Recommender Systems: A Causal Debiasing Perspective. CoRR (2023)
Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang
Personalized Federated Domain Adaptation for Item-to-Item Recommendation. CoRR (2023)
Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang
Personalized federated domain adaptation for item-to-item recommendation. UAI (2023)
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. UAI (2023)
Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang
Self-consistency for open-ended generations. CoRR (2023)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. CoRR (2023)
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. CoRR (2023)
Trong Nghia Hoang, Anoop Deoras, Tong Zhao, Jin Li, George Karypis
Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback. AISTATS (2022)
Yifei Ma, Ge Liu, Anoop Deoras
Bridging Recommendation and Marketing via Recurrent Intensity Modeling. ICLR (2022)
Mostafa Rahmani, Anoop Deoras, Laurent Callot
Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series. CoRR (2022)
Trong Nghia Hoang, Anoop Deoras, Tong Zhao, Jin Li, George Karypis
Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback. CoRR (2022)
Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang
Zero-Shot Recommender Systems. CoRR (2021)
Asli Celikyilmaz, Ruhi Sarikaya, Minwoo Jeong, Anoop Deoras
An Empirical Investigation of Word Class-Based Features for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 24 (6) (2016)
Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong
Shrinkage based features for slot tagging with conditional random fields. INTERSPEECH (2014)
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
Task specific continuous word representations for mono and multi-lingual spoken language understanding. ICASSP (2014)
Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür
Detecting out-of-domain utterances addressed to a virtual personal assistant. INTERSPEECH (2014)
Ruhi Sarikaya, Geoffrey E. Hinton, Anoop Deoras
Application of Deep Belief Networks for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 22 (4) (2014)
Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür
Semantic parsing using word confusion networks with conditional random fields. INTERSPEECH (2013)
Anoop Deoras, Tomás Mikolov, Stefan Kombrink, Kenneth Church
Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model. Speech Commun. 55 (1) (2013)
Anoop Deoras, Ruhi Sarikaya
Deep belief network based semantic taggers for spoken language understanding. INTERSPEECH (2013)
Anoop Deoras, Gökhan Tür, Ruhi Sarikaya, Dilek Hakkani-Tür
Joint Discriminative Decoding of Words and Semantic Tags for Spoken Language Understanding. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Anoop Deoras, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür
Joint Decoding for Speech Recognition and Semantic Tagging. INTERSPEECH (2012)
Anoop Deoras, Tomás Mikolov, Stefan Kombrink, Martin Karafiát, Sanjeev Khudanpur
Variational approximation of long-span language models for lvcsr. ICASSP (2011)
Tomás Mikolov, Anoop Deoras, Stefan Kombrink, Lukás Burget, Jan Cernocký
Empirical Evaluation and Combination of Advanced Language Modeling Techniques. INTERSPEECH (2011)
Anoop Deoras, Tomás Mikolov, Kenneth Church
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies. EMNLP (2011)
Tomás Mikolov, Anoop Deoras, Daniel Povey, Lukás Burget, Jan Cernocký
Strategies for training large scale neural network language models. ASRU (2011)
Anoop Deoras, Denis Filimonov, Mary P. Harper, Frederick Jelinek
Model combination for Speech Recognition using Empirical Bayes Risk minimization. SLT (2010)
Anoop Deoras, Frederick Jelinek, Yi Su
Language model adaptation using Random Forests. ICASSP (2010)
Anoop Deoras, Frederick Jelinek
Iterative decoding: A novel re-scoring framework for confusion networks. ASRU (2009)
Anoop Deoras, Jürgen Fritsch
Decoding-time prediction of non-verbalized punctuation. INTERSPEECH (2008)