Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning +12

Convolutional Neural Networks for Sentence Classification

Yoon Kim

Natural Language ProcessingLlm Fine-tuningNatural LanguageEngineeringCorpus Linguistics +12

A Convolutional Neural Network for Modelling Sentences

Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom

Structured PredictionConvolutional Neural NetworkEngineeringSentiment AnalysisText Mining +14

Learning deep structured semantic models for web search using clickthrough data

Po-Sen Huang, Xiaodong He, Jianfeng Gao, +3

EngineeringMachine LearningSemantic SearchQuery ModelClickthrough Data +16

Extensions of recurrent neural network language model

Tomáš Mikolov, Stefan Kombrink, Lukáš Burget, +2

Natural Language ProcessingLarge Ai ModelRnn LmSequence ModellingEngineering +11

Convolutional Neural Network Architectures for Matching Natural Language Sentences

Baotian Hu, Zhengdong Lu, Hang Li, +1

arXiv (Cornell University)

Natural Language ProcessingRetrieval Augmented GenerationEngineeringInformation RetrievalSemantic Matching +11

Siamese Recurrent Architectures for Learning Sentence Similarity

Jonas Mueller, Aditya Thyagarajan

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningLong Short-term MemoryRecurrent Neural NetworkCorpus Linguistics +16

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

Wenpeng Yin, Hinrich Schütze, Bing Xiang, +1

Transactions of the Association for Computational Linguistics

Attention SchemesConvolutional Neural NetworkEngineeringMachine LearningLarge Language Model +15

Bilateral Multi-Perspective Matching for Natural Language Sentences

Zhiguo Wang, Wael Hamza, Radu Florian

EngineeringMachine LearningTextual EntailmentMultilingual PretrainingLarge Language Model +16

Convolutional Neural Network Architectures for Matching Natural Language Sentences

Baotian Hu, Zhengdong Lu, Hang Li, +1

arXiv (Cornell University)

Natural Language ProcessingRetrieval Augmented GenerationEngineeringInformation RetrievalSemantic Matching +11