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Transformers

9294 directly classified papers

Papers per year

Papers

CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020
UNQOVERing Stereotyping Biases via Underspecified Questions EMNLP 2020
Resource-Enhanced Neural Model for Event Argument Extraction EMNLP 2020
Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020
Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings EMNLP 2020
On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
Unsupervised Evaluation for Question Answering with Transformers EMNLP 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020
Effective distributed representations for academic expert search EMNLP 2020
AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20 EMNLP 2020
Summaformers @ LaySumm 20, LongSumm 20 EMNLP 2020
Efficient Inference For Neural Machine Translation EMNLP 2020
Load What You Need: Smaller Versions of Mutililingual BERT EMNLP 2020
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020
GTCOM Neural Machine Translation Systems for WMT20 EMNLP 2020
The University of Maryland’s Submissions to the WMT20 Chat Translation Task: Searching for More Data to Adapt Discourse-Aware Neural Machine Translation EMNLP 2020
JUST System for WMT20 Chat Translation Task EMNLP 2020
Noising Scheme for Data Augmentation in Automatic Post-Editing EMNLP 2020
Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning EMNLP 2020