Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning Dec 1, 2020 Classification POS
— Unverified Sentence Classification with Imbalanced Data for Health Applications Dec 1, 2020 Classification Sentence
— Unverified Task-Aware Representation of Sentences for Generic Text Classification Dec 1, 2020 Articles Binary Classification
— Unverified RANCC: Rationalizing Neural Networks via Concept Clustering Dec 1, 2020 Classification Clustering
Code Code Available Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments Dec 1, 2020 Classification
Code Code Available Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification Dec 1, 2020 Classification Graph Attention
— Unverified Revisiting Rumour Stance Classification: Dealing with Imbalanced Data Dec 1, 2020 Classification Rumour Detection
— Unverified New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? Dec 1, 2020 Classification
— Unverified Technical Domain Identification using word2vec and BiLSTM Dec 1, 2020 Classification domain classification
— Unverified 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 Only text? only image? or both? Predicting sentiment of internet memes Dec 1, 2020 Classification Meme Classification
— Unverified ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction Dec 1, 2020 Classification Relation
— Unverified Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability Dec 1, 2020 Classification Fairness
— Unverified Deep Diffusion-Invariant Wasserstein Distributional Classification Dec 1, 2020 Classification General Classification
— Unverified BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles Dec 1, 2020 Classification counterfactual
— Unverified Bayes-enhanced Lifelong Attention Networks for Sentiment Classification Dec 1, 2020 Classification Sentiment Analysis
— Unverified Data Augmentation for Multiclass Utterance Classification -- A Systematic Study Dec 1, 2020 Classification Data Augmentation
— Unverified Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available HITSZ-ICRC: A Report for SMM4H Shared Task 2020-Automatic Classification of Medications and Adverse Effect in Tweets Dec 1, 2020 Classification Task 2
— Unverified A dual-encoding system for dialect classification Dec 1, 2020 Classification Dialect Identification
Code Code Available Interpretable Phase Detection and Classification with Persistent Homology Dec 1, 2020 Classification General Classification
— Unverified A Graph Convolution Network-based System for Technical Domain Identification Dec 1, 2020 Classification domain classification
— Unverified ERRANT: Assessing and Improving Grammatical Error Type Classification Dec 1, 2020 Classification Grammatical Error Correction
— 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 Multichannel LSTM-CNN for Telugu Text Classification Dec 1, 2020 Classification Information Retrieval
— Unverified Emotion Classification by Jointly Learning to Lexiconize and Classify Dec 1, 2020 Classification Emotion Classification
— Unverified Generalized Boosting Dec 1, 2020 Additive models Classification
— Unverified Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora Dec 1, 2020 Bilingual Lexicon Induction Classification
— Unverified ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction Dec 1, 2020 Classification Definition Extraction
— Unverified LSDC - A comprehensive dataset for Low Saxon Dialect Classification Dec 1, 2020 Classification
— Unverified Model-agnostic Methods for Text Classification with Inherent Noise Dec 1, 2020 BIG-bench Machine Learning Classification
— Unverified Automatic Classification of Tweets Mentioning a Medication Using Pre-trained Sentence Encoders Dec 1, 2020 Classification Sentence
— Unverified Fine-grained domain classification using Transformers Dec 1, 2020 Classification domain classification
— Unverified Bilingual Transfer Learning for Online Product Classification Dec 1, 2020 Active Learning Classification
— Unverified Automatic Classification of Students on Twitter Using Simple Profile Information Dec 1, 2020 Age Classification Classification
Code Code Available Exploiting a lexical resource for discourse connective disambiguation in German Dec 1, 2020 Classification Discourse Parsing
— Unverified Label Representations in Modeling Classification as Text Generation Dec 1, 2020 Classification text-classification
— 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 Detecting Tweets Reporting Birth Defect Pregnancy Outcome Using Two-View CNN RNN Based Architecture Dec 1, 2020 Classification Multi-class Classification
— Unverified Fairness with Overlapping Groups; a Probabilistic Perspective Dec 1, 2020 Classification Fairness
— Unverified Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets Dec 1, 2020 Benchmarking Classification
— Unverified Composing Byte-Pair Encodings for Morphological Sequence Classification Dec 1, 2020 Classification Language Modeling
Code Code Available Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction Dec 1, 2020 Classification Definition Extraction
— Unverified Multilingual Epidemiological Text Classification: A Comparative Study Dec 1, 2020 Articles Classification
— Unverified Multi-view Classification Model for Knowledge Graph Completion Dec 1, 2020 Classification Knowledge Graph Completion
— 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 Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts 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 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 