Nallapati, Ramesh
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
2023/10/17 by Yangruibo Ding, Ding, Yangruibo, Zijian Wang +19 · 41 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Engineering Techniques and Practices
- ReCode: Robustness Evaluation of Code Generation Models
2022/12/20 by Wang, Shiqi, Li, Zheng, Qian, Haifeng +11 · 26 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents
2016/11/14 by Nallapati, Ramesh, Zhai, Feifei, Zhou, Bowen · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-lingual Evaluation of Code Generation Models
2022/10/26 by Ben Athiwaratkun, Sanjay Krishna Gouda, Athiwaratkun, Ben +47 · 14 citations
Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
- CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context
2022/12/20 by Yangruibo Ding, Zijian Wang, Ding, Yangruibo +13 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations
2019/03/20 by Pramuditha Perera, Ramesh Nallapati, Perera, Pramuditha +3 · 8 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Supporting Clustering with Contrastive Learning
2021/03/24 by Dejiao Zhang, Zhang, Dejiao, Xiaokai Wei +14 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis
- End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems
2020/10/12 by Siamak Shakeri, Cícero Nogueira dos Santos, Shakeri, Siamak +13 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Aayush Shah +867 · 18 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Topic Modeling with Wasserstein Autoencoders
2019/07/24 by Ran Ding, Nan, Feng, Ding, Ran +4 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
2020/04/24 by Fabbri, Alexander R., Ng, Patrick, Wang, Zhiguo +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Entity-level Factual Consistency of Abstractive Text Summarization
2021/02/18 by Nan, Feng, Nallapati, Ramesh, Wang, Zhiguo +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering
2019/08/22 by Wang, Zhiguo, Ng, Patrick, Ma, Xiaofei +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Embedding-based Zero-shot Retrieval through Query Generation
2020/09/22 by Liang, Davis, Xu, Peng, Shakeri, Siamak +4 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- SenGen: Sentence Generating Neural Variational Topic Model
2017/08/01 by Ramesh Nallapati, Igor Melnyk, Nallapati, Ramesh +5 · 2 citations
Computer Science · Social Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Computational and Text Analysis Methods
- Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding
2022/09/28 by Wang, Jun, Ng, Patrick, Li, Alexander Hanbo +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- BASS: Batched Attention-optimized Speculative Sampling
2024/04/24 by Haifeng Qian, Sujan K. Gonugondla, Qian, Haifeng +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Exploring Continual Learning for Code Generation Models
2023/07/05 by Prateek Yadav, Yadav, Prateek, Qing Sun +21 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Software Engineering (cs.SE) #Topic Modeling
- Classify or Select: Neural Architectures for Extractive Document Summarization
2016/11/14 by Nallapati, Ramesh, Zhou, Bowen, Ma, Mingbo · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Coherence-Aware Neural Topic Modeling
2018/09/07 by Ding, Ran, Nallapati, Ramesh, Xiang, Bing · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Universal Text Representation from BERT: An Empirical Study
2019/10/17 by Ma, Xiaofei, Wang, Zhiguo, Ng, Patrick +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Factual Consistency of Abstractive Summarization via Question Answering
2021/05/10 by Nan, Feng, Cícero Nogueira dos Santos, Henghui Zhu +16 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Pairwise Supervised Contrastive Learning of Sentence Representations
2021/09/12 by Dejiao Zhang, Shang-Wen Li, Zhang, Dejiao +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Efficient Few-Shot Fine-Tuning for Opinion Summarization
2022/05/04 by Bražinskas, Arthur, Nallapati, Ramesh, Bansal, Mohit +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Token Alignment via Character Matching for Subword Completion
2024/03/13 by Ben Athiwaratkun, Athiwaratkun, Ben, Shiqi Wang +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs
2024/03/13 by Ben Athiwaratkun, Sujan K. Gonugondla, Athiwaratkun, Ben +23 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)