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Transformers

9294 directly classified papers

Papers per year

Papers

A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media ACL 2020
Limits to Depth Efficiencies of Self-Attention NIPS 2020
Big Bird: Transformers for Longer Sequences NIPS 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Self-Attention Guided Copy Mechanism for Abstractive Summarization ACL 2020
Efficient Constituency Parsing by Pointing ACL 2020
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020
Combining Subword Representations into Word-level Representations in the Transformer Architecture ACL 2020
OPPO’s Machine Translation System for the IWSLT 2020 Open Domain Translation Task ACL 2020
Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL 2020
DiDi Labs’ End-to-end System for the IWSLT 2020 Offline Speech TranslationTask ACL 2020
Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing ACL 2020
Integrating Multimodal Information in Large Pretrained Transformers ACL 2020
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL 2020
Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis ACL 2020
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ACL 2020
A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL 2020
Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction ACL 2020
On the Cross-lingual Transferability of Monolingual Representations ACL 2020
Code and Named Entity Recognition in StackOverflow ACL 2020
The Unstoppable Rise of Computational Linguistics in Deep Learning ACL 2020
Improving Neural Machine Translation with Soft Template Prediction ACL 2020
Compressive Summarization with Plausibility and Salience Modeling EMNLP 2020
Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays EMNLP 2020