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← Architectures
Deep Learning
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Transformers
9,294 papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Tackling Long Code Search with Splitting, Encoding, and Aggregating
COLING 2024
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods
COLING 2024
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills
COLING 2024
UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation
COLING 2024
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
COLING 2024
What Do Transformers Know about Government?
COLING 2024
FB-GAN: A Novel Neural Sentiment-Enhanced Model for Stock Price Prediction
COLING 2024
Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach
COLING 2024
Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models
COLING 2024
Improving Cross-Lingual CSR Classification Using Pretrained Transformers with Variable Selection Networks and Data Augmentation
COLING 2024
Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients
COLING 2024
Exploring the Suitability of Transformer Models to Analyse Mental Health Peer Support Forum Data for a Realist Evaluation
COLING 2024
SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification
COLING 2024
DARES: Dataset for Arabic Readability Estimation of School Materials
COLING 2024
Combining Deep Learning Models and Lexical Linked Data: Some Insights from the Development of a Multilingual News Named Entity Recognition and Linking Dataset
COLING 2024
Towards Multi-Modal Co-Reference Resolution in Conversational Shopping Agents
COLING 2024
Explicit Attribute Extraction in e-Commerce Search
COLING 2024
ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin
COLING 2024
Word Sense Disambiguation as a Game of Neurosymbolic Darts
COLING 2024
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection
COLING 2024
AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language
COLING 2024
A Novel Approach for Root Selection in the Dependency Parsing
COLING 2024
LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task
COLING 2024
Advancing Language Diversity and Inclusion: Towards a Neural Network-based Spell Checker and Correction for Wolof
COLING 2024
Transfer Learning for Russian Legal Text Simplification
COLING 2024
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