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Transformers

9294 directly classified papers

Papers per year

Papers

Ssn_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches SEMEVAL 2020
Multitask Learning of Negation and Speculation using Transformers EMNLP 2020
New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? COLING 2020
Language Model Transformers as Evaluators for Open-domain Dialogues COLING 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders SEMEVAL 2020
Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths COLING 2020
Attention Word Embedding COLING 2020
SMYRF - Efficient Attention using Asymmetric Clustering NIPS 2020
Hierarchical Poset Decoding for Compositional Generalization in Language NIPS 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
IRLab_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification COLING 2020
ColloQL: Robust Text-to-SQL Over Search Queries EMNLP 2020
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation NIPS 2020
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NIPS 2020
Self-Attention Encoding and Pooling for Speaker Recognition INTERSPEECH 2020
LVCSR with Transformer Language Models INTERSPEECH 2020
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction NIPS 2020
Neurosymbolic Transformers for Multi-Agent Communication NIPS 2020
Predicting Clickbait Strength in Online Social Media COLING 2020
Why are Adaptive Methods Good for Attention Models? NIPS 2020
A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations COLING 2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers COLING 2020
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers COLING 2020
Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework COLING 2020
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning COLING 2020