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← Deep Learning
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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

myMediCon: End-to-End Burmese Automatic Speech Recognition for Medical Conversations COLING 2024
NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024
On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization COLING 2024
OOVs in the Spotlight: How to Inflect Them? COLING 2024
PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity COLING 2024
Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024
PaReNT (Parent Retrieval Neural Tool): A Deep Dive into Word Formation across Languages COLING 2024
Persona-aware Multi-party Conversation Response Generation COLING 2024
Plots Made Quickly: An Efficient Approach for Generating Visualizations from Natural Language Queries COLING 2024
PolitiCause: An Annotation Scheme and Corpus for Causality in Political Texts COLING 2024
PopAut: An Annotated Corpus for Populism Detection in Austrian News Comments COLING 2024
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview COLING 2024
Refining rtMRI Landmark-Based Vocal Tract Contour Labels with FCN-Based Smoothing and Point-to-Curve Projection COLING 2024
Related Work Is All You Need COLING 2024
Releasing the Capacity of GANs in Non-Autoregressive Image Captioning COLING 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach COLING 2024
Rewiring the Transformer with Depth-Wise LSTMs COLING 2024
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
Seeing Is Believing! towards Knowledge-Infused Multi-modal Medical Dialogue Generation COLING 2024
Semantics-Aware Dual Graph Convolutional Networks for Argument Pair Extraction COLING 2024
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024
So Hateful! Building a Multi-Label Hate Speech Annotated Arabic Dataset COLING 2024
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network COLING 2024
Tackling Long Code Search with Splitting, Encoding, and Aggregating COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024