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Transformers

9,294 papers

Papers per year

Papers

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024
Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024
MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models COLING 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding COLING 2024
MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction COLING 2024
Modalities Should Be Appropriately Leveraged: Uncertainty Guidance for Multimodal Chinese Spelling Correction COLING 2024
Multi-Channel Spatio-Temporal Transformer for Sign Language Production COLING 2024
Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles COLING 2024
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
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
Releasing the Capacity of GANs in Non-Autoregressive Image Captioning 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
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