conftrace_

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
'10
'15
'20
'25

Papers (including subtopics)

Fact vs. Opinion: the Role of Argumentation Features in News Classification COLING 2020
Pointing to Select: A Fast Pointer-LSTM for Long Text Classification COLING 2020
Aspect-based Document Similarity for Research Papers COLING 2020
A Deep Metric Learning Method for Biomedical Passage Retrieval COLING 2020
Mama/Papa, Is this Text for Me? COLING 2020
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation COLING 2020
Detect All Abuse! Toward Universal Abusive Language Detection Models COLING 2020
Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction COLING 2020
Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020
New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? COLING 2020
Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models COLING 2020
Language Model Transformers as Evaluators for Open-domain Dialogues COLING 2020
Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020
Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths COLING 2020
Attention Word Embedding COLING 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
Fast Word Predictor for On-Device Application COLING 2020
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention COLING 2020
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers COLING 2020
Model-agnostic Methods for Text Classification with Inherent Noise COLING 2020
Regularized Graph Convolutional Networks for Short Text Classification COLING 2020
The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations COLING 2020
CogALex-VI Shared Task: Bidirectional Transformer based Identification of Semantic Relations COLING 2020
Leveraging Contextual Embeddings and Idiom Principle for Detecting Idiomaticity in Potentially Idiomatic Expressions COLING 2020
Schwa-deletion in German noun-noun compounds COLING 2020