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Transformers

9294 directly classified papers

Papers per year

Papers

DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020
FLAT: Chinese NER Using Flat-Lattice Transformer ACL 2020
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations EMNLP 2020
Incorporating Behavioral Hypotheses for Query Generation EMNLP 2020
Few-Shot Learning for Opinion Summarization EMNLP 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020
Transition-based Parsing with Stack-Transformers EMNLP 2020
Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation EMNLP 2020
NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets EMNLP 2020
UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter EMNLP 2020
BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020
Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020
HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020
Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
NLP-PINGAN-TECH @ CL-SciSumm 2020 EMNLP 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
On Task-Level Dialogue Composition of Generative Transformer Model EMNLP 2020
The EOS Decision and Length Extrapolation EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? EMNLP 2020
Tensorized Embedding Layers EMNLP 2020