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Language Modeling sentence examples within natural language processing



Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models



A Hindi Image Caption Generation Framework Using Deep Learning


Language Modeling sentence examples within self supervised learning



Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making



Large-Context Conversational Representation Learning: Self-Supervised Learning For Conversational Documents


Language Modeling sentence examples within Masked Language Modeling



Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction



Self-Supervised Learning with Cross-Modal Transformers for Emotion Recognition




Language Modeling sentence examples within Statistical Language Modeling



A Cognitive Regularizer for Language Modeling



CCMC: Code Completion with a Memory Mechanism and a Copy Mechanism


Language Modeling sentence examples within Protein Language Modeling



Learning the protein language: Evolution, structure, and function.



Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences


Language Modeling sentence examples within Scale Language Modeling



Communication-Efficient Agnostic Federated Averaging



How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds


Language Modeling sentence examples within Distributed Language Modeling



UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference



Distributed Framework for Automating Opinion Discretization From Text Corpora on Facebook


Language Modeling sentence examples within Natural Language Modeling



SISTEM CUSTOMER SERVICE PT KERETA API INDONESIA (PERSERO) BERBASIS CHATBOT MENGGUNAKAN KOMPUTASI BAHASA



Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation


Language Modeling sentence examples within Strong Language Modeling



Personalized Transformer for Explainable Recommendation



Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees


Language Modeling sentence examples within Bidirectional Language Modeling



Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer



DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention


Language Modeling sentence examples within Conditional Language Modeling



Generating Query Focused Summaries from Query-Free Resources



Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation


Language Modeling sentence examples within Recurrent Language Modeling



Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning



Deep dynamic neural networks for temporal language modeling in author communities


Language Modeling sentence examples within Neural Language Modeling



Structured Fine-Tuning of Contextual Embeddings for Effective Biomedical Retrieval



D-SCRIPT translates genome to phenome with sequence-based, structure-aware, genome-scale predictions of protein-protein interactions.


Language Modeling sentence examples within Shape Language Modeling



Flow Profiling Using Fiber Optics in a Horizontal Steam Injector with Liner-Deployed Flow Control Devices



Reconstruction and modeling of the complex refractive index of nonlinear glasses from terahertz to optical frequencies.


Language Modeling sentence examples within Modeling Language Modeling



Implementasi Diagram UML (Unified Modelling Language) Pada Perancangan Sistem Informasi Penggajian



Sistema Informático para Gestionar Información del Claustro de Programas Académicos de la Educación Superior en Cuba


Language Modeling sentence examples within language modeling task



Simple But Effective GRU Variants



Self-Supervised Learning with Cross-Modal Transformers for Emotion Recognition


Language Modeling sentence examples within language modeling objective



Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction



Multilingual BERT Post-Pretraining Alignment


Language Modeling sentence examples within language modeling technique



CCMC: Code Completion with a Memory Mechanism and a Copy Mechanism



Finding Pragmatic Differences Between Disciplines


Language Modeling sentence examples within language modeling approach



Analysis of sentiment in tweets addressed to a single domain-specific Twitter account: comparison of model performance and explainability of predictions



Multi-Granularity Contrasting for Cross-Lingual Pre-Training


Language Modeling sentence examples within language modeling capability



Personalized Transformer for Explainable Recommendation



Multi-speaker Sequence-to-sequence Speech Synthesis for Data Augmentation in Acoustic-to-word Speech Recognition


Language Modeling sentence examples within language modeling problem



CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding



PolyLM: Learning about Polysemy through Language Modeling


Language Modeling sentence examples within language modeling dataset



Adaptive Semiparametric Language Models



Unsupervised multi-sense language models for natural language processing tasks


Language Modeling sentence examples within language modeling pre



Corruption Is Not All Bad: Incorporating Discourse Structure Into Pre-Training via Corruption for Essay Scoring



Direction is what you need: Improving Word Embedding Compression in Large Language Models


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10.1109/INISTA52262.2021.9548535

Simple But Effective GRU Variants



Efficient Content-Based Sparse Attention with Routing Transformers


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10.21437/interspeech.2021-1067

On Sampling-Based Training Criteria for Neural Language Modeling


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10.1109/TNSE.2021.3081748

CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding



Discriminatively trained continuous Hindi speech recognition using integrated acoustic features and recurrent neural network language modeling


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10.1016/j.compbiomed.2021.104915

Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering



Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices


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10.1109/ISBI48211.2021.9434063

MMBERT: Multimodal BERT Pretraining for Improved Medical VQA


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10.18653/V1/2021.NAACL-MAIN.102

Understanding by Understanding Not: Modeling Negation in Language Models


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10.13140/RG.2.2.31351.44960/1

Mean-Squared Accuracy of Good-Turing Estimator


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10.18653/v1/2021.acl-long.81

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets


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10.3390/COMPUTERS10060082

Uncertainty-Aware Deep Learning-Based Cardiac Arrhythmias Classification Model of Electrocardiogram Signals


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10.3389/fpsyg.2021.674402

Tracking Child Language Development With Neural Network Language Models



Betalogger: Smartphone Sensor-based Side-channel Attack Detection and Text Inference Using Language Modeling and Dense MultiLayer Neural Network


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10.1007/978-3-030-75768-7_23

Meta-Context Transformers for Domain-Specific Response Generation


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10.18653/v1/2021.eacl-main.270

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation


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10.18653/v1/2021.findings-acl.362

Compositionality of Complex Graphemes in the Undeciphered Proto-Elamite Script using Image and Text Embedding Models


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10.18653/V1/2021.NAACL-MAIN.407

Revisiting Simple Neural Probabilistic Language Models



Analyzing and Controlling Inter-Head Diversity in Multi-Head Attention


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10.1109/IJCNN52387.2021.9534299

How Can the [MASK] Know? The Sources and Limitations of Knowledge in BERT


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10.18653/v1/2021.findings-acl.361

Effective Attention Sheds Light On Interpretability


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10.18653/v1/2021.acl-long.201

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding



Adaptive Semiparametric Language Models


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10.1371/journal.pone.0251415

TweepFake: About detecting deepfake tweets


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10.18653/V1/2021.NAACL-MAIN.13

Concealed Data Poisoning Attacks on NLP Models


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10.1109/TPAMI.2021.3068187

Hierarchical and Self-Attended Sequence Autoencoder.


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10.1109/IPRIA53572.2021.9483458

Persian Language Model based on BiLSTM Model on COVID-19 Corpus


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10.1016/j.ins.2020.05.121

EGC: Entropy-based gradient compression for distributed deep learning


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10.1109/PACT52795.2021.00017

Precision Batching: Bitserial Decomposition for Efficient Neural Network Inference on GPUs


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10.1007/s11042-021-11471-1

Enhanced sentiment extraction architecture for social media content analysis using capsule networks


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10.21437/Interspeech.2021-212

Tied & Reduced RNN-T Decoder



KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation


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10.18653/V1/2021.NAACL-MAIN.36

APo-VAE: Text Generation in Hyperbolic Space



Measures and Best Practices for Responsible AI


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10.18653/v1/2021.acl-long.541

Verb Knowledge Injection for Multilingual Event Processing


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10.18653/V1/2021.NAACL-MAIN.259

FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models


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10.1109/NCC52529.2021.9530162

CTC-Based End-To-End ASR for the Low Resource Sanskrit Language with Spectrogram Augmentation


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10.1109/ICASSP39728.2021.9414472

Topic-Aware Dialogue Generation with Two-Hop Based Graph Attention


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10.18653/V1/2021.NAACL-MAIN.264

ConVEx: Data-Efficient and Few-Shot Slot Labeling



Neural Abstractive Text Summarization with Sequence-to-Sequence Models



Natural Language Processing of Radiology Text Reports: Interactive Text Classification.


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10.18653/V1/2021.NAACL-MAIN.132

Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle


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10.18653/v1/2021.findings-acl.261

Exploring Unsupervised Pretraining Objectives for Machine Translation


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10.18653/v1/2021.acl-long.245

From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text


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10.1109/tnnls.2021.3105818

DRRNets: Dynamic Recurrent Routing via Low-Rank Regularization in Recurrent Neural Networks.


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10.1109/TPAMI.2020.3020315

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling



From data to information: automating data science to explore the U.S. court system


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10.1016/j.neunet.2021.09.020

A language modeling-like approach to sketching.


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10.1088/1757-899X/1017/1/012004

Network in Sequential Form: Combine Tree Structure Components into Recurrent Neural Network


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10.18653/V1/2021.AMERICASNLP-1.3

Investigating variation in written forms of Nahuatl using character-based language models


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10.21437/interspeech.2021-1912

Large-Scale Self- and Semi-Supervised Learning for Speech Translation


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10.18653/V1/2021.CALCS-1.8

Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation



Fake News Detection Using Machine Learning Methods


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10.3389/fnhum.2021.653659

BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data



Language Modeling
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