Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification Dec 1, 2020 Classification Multi-Label Classification
Code Code Available Regularized Graph Convolutional Networks for Short Text Classification Dec 1, 2020 Classification Deep Learning
— Unverified Two-level classification for dialogue act recognition in task-oriented dialogues Dec 1, 2020 Classification Dialogue Act Classification
— Unverified New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? Dec 1, 2020 Classification
— Unverified Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning Dec 1, 2020 Classification POS
— Unverified Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Emotion Classification by Jointly Learning to Lexiconize and Classify Dec 1, 2020 Classification Emotion Classification
— Unverified Model-agnostic Methods for Text Classification with Inherent Noise Dec 1, 2020 BIG-bench Machine Learning Classification
— Unverified Multilingual Epidemiological Text Classification: A Comparative Study Dec 1, 2020 Articles Classification
— Unverified Data Augmentation for Multiclass Utterance Classification -- A Systematic Study Dec 1, 2020 Classification Data Augmentation
— Unverified Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification Dec 1, 2020 Classification Language Modeling
— Unverified Exploiting a lexical resource for discourse connective disambiguation in German Dec 1, 2020 Classification Discourse Parsing
— Unverified Meta-Information Guided Meta-Learning for Few-Shot Relation Classification Dec 1, 2020 Classification Few-Shot Relation Classification
Code Code Available Effective Few-Shot Classification with Transfer Learning Dec 1, 2020 Classification Few-Shot Learning
— Unverified Bayes-enhanced Lifelong Attention Networks for Sentiment Classification Dec 1, 2020 Classification Sentiment Analysis
— Unverified ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction Dec 1, 2020 Classification Relation
— Unverified Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification Dec 1, 2020 Classification Graph Attention
— Unverified Multi-view Classification Model for Knowledge Graph Completion Dec 1, 2020 Classification Knowledge Graph Completion
— Unverified Two-Step Classification using Recasted Data for Low Resource Settings Dec 1, 2020 Classification Natural Language Inference
Code Code Available STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Dec 1, 2020 Classification intent-classification
Code Code Available Label Representations in Modeling Classification as Text Generation Dec 1, 2020 Classification text-classification
— Unverified Automatic Classification of Students on Twitter Using Simple Profile Information Dec 1, 2020 Age Classification Classification
Code Code Available BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles Dec 1, 2020 Classification counterfactual
— Unverified KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes Dec 1, 2020 Classification Meme Classification
Code Code Available ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction Dec 1, 2020 Classification Definition Extraction
— Unverified Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora Dec 1, 2020 Bilingual Lexicon Induction Classification
— Unverified Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction Dec 1, 2020 Classification Definition Extraction
— Unverified NLP\_UIOWA at SemEval-2020 Task 8: You're Not the Only One Cursed with Knowledge - Multi Branch Model Memotion Analysis Dec 1, 2020 Classification Sentiment Analysis
— Unverified SIS@IIITH at SemEval-2020 Task 8: An Overview of Simple Text Classification Methods for Meme Analysis Dec 1, 2020 Classification Optical Character Recognition (OCR)
— Unverified Nova-Wang at SemEval-2020 Task 12: OffensEmblert: An Ensemble ofOffensive Language Classifiers Dec 1, 2020 Classification regression
— Unverified Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating Dec 1, 2020 Classification Language Modeling
— Unverified Interpretable Phase Detection and Classification with Persistent Homology Dec 1, 2020 Classification General Classification
— Unverified Neural language models for text classification in evidence-based medicine Dec 1, 2020 Articles Classification
— Unverified Uncertainty-aware Self-training for Few-shot Text Classification Dec 1, 2020 Classification Few-Shot Text Classification
— Unverified Graph Stochastic Neural Networks for Semi-supervised Learning Dec 1, 2020 Classification General Classification
Code Code Available Deep Diffusion-Invariant Wasserstein Distributional Classification Dec 1, 2020 Classification General Classification
— Unverified Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability Dec 1, 2020 Classification Fairness
— Unverified Generalized Boosting Dec 1, 2020 Additive models Classification
— Unverified Fairness with Overlapping Groups; a Probabilistic Perspective Dec 1, 2020 Classification Fairness
— Unverified Statistical Guarantees of Distributed Nearest Neighbor Classification Dec 1, 2020 Classification General Classification
— Unverified Towards Convergence Rate Analysis of Random Forests for Classification Dec 1, 2020 Classification General Classification
— Unverified Procode: the Swiss Multilingual Solution for Automatic Coding and Recoding of Occupations and Economic Activities Nov 30, 2020 Classification General Classification
— Unverified Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case Nov 30, 2020 Binary Classification Classification
— Unverified Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals Nov 30, 2020 Classification Data Augmentation
— Unverified Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts Nov 30, 2020 Binary Classification Classification
— Unverified Dynamic Image for 3D MRI Image Alzheimer's Disease Classification Nov 30, 2020 Classification General Classification
Code Code Available Coarse-to-Fine Memory Matching for Joint Retrieval and Classification Nov 29, 2020 Classification Fact Verification
Code Code Available FROCC: Fast Random projection-based One-Class Classification Nov 29, 2020 Classification General Classification
— Unverified Deeper or Wider Networks of Point Clouds with Self-attention? Nov 29, 2020 Classification General Classification
Code Code Available ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery Nov 29, 2020 Classification General Classification
Code Code Available 