Decoding-time prediction of non-verbalized punctuation. - Anoop Deoras; Jürgen Fritsch (INTERSPEECH, 2008)

Iterative decoding: A novel re-scoring framework for confusion networks. - Anoop Deoras; Frederick Jelinek (ASRU, 2009)

Language model adaptation using Random Forests. - Anoop Deoras; Frederick Jelinek; Yi Su (ICASSP, 2010)

Model combination for Speech Recognition using Empirical Bayes Risk minimization. - Anoop Deoras; Denis Filimonov; Mary P. Harper; Frederick Jelinek (SLT, 2010)

Strategies for training large scale neural network language models. - Tomás Mikolov; Anoop Deoras; Daniel Povey; Lukás Burget; Jan Cernocký (ASRU, 2011)

A Fast Re-scoring Strategy to Capture Long-Distance Dependencies. - Anoop Deoras; Tomás Mikolov; Kenneth Church 001 (EMNLP, 2011)

Variational approximation of long-span language models for lvcsr. - Anoop Deoras; Tomás Mikolov; Stefan Kombrink; Martin Karafiát; Sanjeev Khudanpur (ICASSP, 2011)

Empirical Evaluation and Combination of Advanced Language Modeling Techniques. - Tomás Mikolov; Anoop Deoras; Stefan Kombrink; Lukás Burget; Jan Cernocký (INTERSPEECH, 2011)

Joint Decoding for Speech Recognition and Semantic Tagging. - Anoop Deoras; Ruhi Sarikaya; Gökhan Tür; Dilek Hakkani-Tür (INTERSPEECH, 2012)

Deep belief network based semantic taggers for spoken language understanding. - Anoop Deoras; Ruhi Sarikaya (INTERSPEECH, 2013)

Semantic parsing using word confusion networks with conditional random fields. - Gökhan Tür; Anoop Deoras; Dilek Hakkani-Tür (INTERSPEECH, 2013)

Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model. - Anoop Deoras; Tomás Mikolov; Stefan Kombrink; Kenneth Church 001 (Speech Commun., 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)

Task specific continuous word representations for mono and multi-lingual spoken language understanding. - Tasos Anastasakos; Young-Bum Kim; Anoop Deoras (ICASSP, 2014)

Shrinkage based features for slot tagging with conditional random fields. - Ruhi Sarikaya; Asli Celikyilmaz; Anoop Deoras; Minwoo Jeong (INTERSPEECH, 2014)

Detecting out-of-domain utterances addressed to a virtual personal assistant. - Gökhan Tür; Anoop Deoras; Dilek Hakkani-Tür (INTERSPEECH, 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)

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)

Zero-Shot Recommender Systems. - Hao Ding 003; Yifei Ma; Anoop Deoras; Yuyang Wang 001; Hao Wang 014 (CoRR, 2021)

Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback. - Trong Nghia Hoang; Anoop Deoras; Tong Zhao 002; Jin Li 003; George Karypis (AISTATS, 2022)

Bridging Recommendation and Marketing via Recurrent Intensity Modeling. - Yifei Ma; Ge Liu; Anoop Deoras (ICLR, 2022)

Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series. - Mostafa Rahmani; Anoop Deoras; Laurent Callot (CoRR, 2022)

Trending Now: Modeling Trend Recommendations. - Hao Ding 003; Branislav Kveton; Yifei Ma; Youngsuk Park; Venkataramana Kini; Yupeng Gu; Ravi Divvela; Fei Wang 065; Anoop Deoras; Hao Wang 014 (RecSys, 2023)

Personalized federated domain adaptation for item-to-item recommendation. - Ziwei Fan 001; Hao Ding 003; Anoop Deoras; Trong Nghia Hoang (UAI, 2023)

Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. - Anusha Lalitha; Kousha Kalantari; Yifei Ma; Anoop Deoras; Branislav Kveton (UAI, 2023)

Self-consistency for open-ended generations. - Siddhartha Jain 001; Xiaofei Ma 001; Anoop Deoras; Bing Xiang (CoRR, 2023)

Pre-trained Recommender Systems: A Causal Debiasing Perspective. - Ziqian Lin; Hao Ding 003; Nghia Hoang; Branislav Kveton; Anoop Deoras; Hao Wang 014 (CoRR, 2023)

Lightweight reranking for language model generations. - Siddhartha Jain 001; Xiaofei Ma 001; Anoop Deoras; Bing Xiang (ACL (1), 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 001; Anoop Deoras (ACL (Findings), 2024)

CodeFort: Robust Training for Code Generation Models. - Yuhao Zhang; Shiqi Wang 002; Haifeng Qian; Zijian Wang 002; Mingyue Shang; Linbo Liu; Sanjay Krishna Gouda; Baishakhi Ray; Murali Krishna Ramanathan; Xiaofei Ma 001; Anoop Deoras (EMNLP (Findings), 2024)

Fewer Truncations Improve Language Modeling. - Hantian Ding; Zijian Wang 002; Giovanni Paolini; Varun Kumar; Anoop Deoras; Dan Roth 001; Stefano Soatto (ICML, 2024)

Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation. - Gauthier Guinet; Behrooz Omidvar-Tehrani; Anoop Deoras; Laurent Callot (ICML, 2024)

Collage: Light-Weight Low-Precision Strategy for LLM Training. - Tao Yu; Gaurav Gupta; Karthick Gopalswamy; Amith R. Mamidala; Hao Zhou 036; Jeffrey Huynh; Youngsuk Park; Ron Diamant; Anoop Deoras; Luke Huan (ICML, 2024)

LeDex: Training LLMs to Better Self-Debug and Explain Code. - Nan Jiang 012; Xiaopeng Li 002; Shiqi Wang 002; Qiang Zhou 009; Soneya Binta Hossain; Baishakhi Ray; Varun Kumar; Xiaofei Ma 001; Anoop Deoras (NeurIPS, 2024)

Pre-trained Recommender Systems: A Causal Debiasing Perspective. - Ziqian Lin; Hao Ding 003; Trong Nghia Hoang; Branislav Kveton; Anoop Deoras; Hao Wang 014 (WSDM, 2024)

Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. - Behnam Rahdari; Hao Ding 003; Ziwei Fan 001; Yifei Ma; Zhuotong Chen; Anoop Deoras; Branislav Kveton (WSDM, 2024)

Training LLMs to Better Self-Debug and Explain Code. - Nan Jiang 012; Xiaopeng Li 002; Shiqi Wang 002; Qiang Zhou 009; Soneya Binta Hossain; Baishakhi Ray; Varun Kumar; Xiaofei Ma 001; Anoop Deoras (CoRR, 2024)

Approximately Aligned Decoding. - Daniel Melcer; Sujan K. Gonugondla; Pramuditha Perera; Haifeng Qian; Wen-Hao Chiang; Yanjun Wang; Nihal Jain; Pranav Garg 001; Xiaofei Ma 001; Anoop Deoras (CoRR, 2024)

Enhancing Language Model Agents using Diversity of Thoughts. - Vijay Lingam; Behrooz Omidvar-Tehrani; Sujay Sanghavi; Gaurav Gupta; Sayan Ghosh; Linbo Liu; Jun Huan; Anoop Deoras (ICLR, 2025)

LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation. - Sachit Kuhar; Wasi Uddin Ahmad; Zijian Wang 002; Nihal Jain; Haifeng Qian; Baishakhi Ray; Murali Krishna Ramanathan; Xiaofei Ma 001; Anoop Deoras (NAACL (Long Papers), 2025)

UTFix: Change Aware Unit Test Repairing using LLM. - Shanto Rahman; Sachit Kuhar; Berk Çirisci; Pranav Garg 001; Shiqi Wang 002; Xiaofei Ma 001; Anoop Deoras; Baishakhi Ray (Proc. ACM Program. Lang., 2025)

SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents. - Muhammad Shihab Rashid; Christian Bock; Yuan Zhuang; Alexander Buchholz; Timothy B. Esler; Simon Valentin; Luca Franceschi 003; Martin Wistuba; Prabhu Teja Sivaprasad; Woo Jung Kim; Anoop Deoras; Giovanni Zappella; et al. (CoRR, 2025)

MigrationBench: Repository-Level Code Migration Benchmark from Java 8. - Linbo Liu; Xinle Liu; Qiang Zhou; Lin Chen; Yihan Liu; Hoan Nguyen; Behrooz Omidvar-Tehrani; Xi Shen; Jun Huan; Omer Tripp; Anoop Deoras (CoRR, 2025)

Lossless Token Sequence Compression via Meta-Tokens. - John Harvill; Ziwei Fan 001; Hao Wang 014; Yizhou Sun; Hao Ding 003; Luke Huan; Anoop Deoras (CoRR, 2025)

The Amazon Nova Family of Models: Technical Report and Model Card. - Amazon AGI; Aaron Langford; Aayush Shah; Abhanshu Gupta; Abhimanyu Bhatter; Abhinav Goyal 004; Abhinav Mathur; Abhinav Mohanty; Abhishek Kumar; Abhishek Sethi; Abi Komma; Abner Pena; et al. (CoRR, 2025)

Structural Code Search using Natural Language Queries. - Ben Limpanukorn; Yanjun Wang; Zach Patterson; Pranav Garg 001; Murali Krishna Ramanathan; Xiaofei Ma 001; Anoop Deoras; Miryung Kim (CoRR, 2025)

CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance. - Myeongsoo Kim; Shweta Garg 001; Baishakhi Ray; Varun Kumar; Anoop Deoras (CoRR, 2025)

Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats. - Sam Davidson; Li Sun; Bhavana Bhasker; Laurent Callot; Anoop Deoras (CoRR, 2025)