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Pretraining

2471 directly classified papers

Papers per year

Papers

Incorporating Emoji Descriptions Improves Tweet Classification NAACL 2019
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019
A Structural Probe for Finding Syntax in Word Representations NAACL 2019
Acoustic Modeling from Frequency Domain Representations of Speech INTERSPEECH 2018
ISI ASR System for the Low Resource Speech Recognition Challenge for Indian Languages INTERSPEECH 2018
ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing CONLL 2018
CrystalFeel at SemEval-2018 Task 1: Understanding and Detecting Emotion Intensity using Affective Lexicons SEMEVAL 2018
TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture SEMEVAL 2018
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness COLING 2018
Convolutional Neural Network for Universal Sentence Embeddings COLING 2018
Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018
A Review on Deep Learning Techniques Applied to Answer Selection COLING 2018
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018
All-Neural Multi-Channel Speech Enhancement INTERSPEECH 2018
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018
Rapid Adaptation with Conditionally Shifted Neurons ICML 2018
A Simple and Effective Approach to the Story Cloze Test NAACL 2018
Simple and Effective Semi-Supervised Question Answering NAACL 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training INTERSPEECH 2018
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018
Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018
Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018