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Neural Networks

11,723 papers

Papers per year

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Papers

Plan-then-Generate: Controlled Data-to-Text Generation via Planning EMNLP 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021
Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics EMNLP 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021
Task-Oriented Clustering for Dialogues EMNLP 2021
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021
Discrete representations in neural models of spoken language EMNLP 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network EMNLP 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Scaffolded input promotes atomic organization in the recurrent neural network language model EMNLP 2021
DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays EMNLP 2021
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution EMNLP 2021
EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021
Corrected CBOW Performs as well as Skip-gram EMNLP 2021
Recurrent Attention for the Transformer EMNLP 2021
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification EMNLP 2021
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021
BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese EMNLP 2021
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models EMNLP 2021
Facebook AI’s WMT21 News Translation Task Submission EMNLP 2021