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Transformers

9,294 papers

Papers per year

Papers

Key Point Matching with Transformers EMNLP 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
How Length Prediction Influence the Performance of Non-Autoregressive Translation? EMNLP 2021
Not all parameters are born equal: Attention is mostly what you need EMNLP 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021
An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021
Controlled tasks for model analysis: Retrieving discrete information from sequences EMNLP 2021
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021
Exploratory Model Analysis Using Data-Driven Neuron Representations EMNLP 2021
Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021
discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021
An End-to-End Approach for Full Bridging Resolution EMNLP 2021
The Low-Dimensional Linear Geometry of Contextualized Word Representations EMNLP 2021
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
Explainable Natural Language to Bash Translation using Abstract Syntax Tree EMNLP 2021
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly EMNLP 2021
CoreLM: Coreference-aware Language Model Fine-Tuning EMNLP 2021
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021
A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives EMNLP 2021
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection EMNLP 2021
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021
IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task EMNLP 2021
Evidence Selection as a Token-Level Prediction Task EMNLP 2021