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Transformers

10,397 papers

Papers per year

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Papers

Sequence Length is a Domain: Length-based Overfitting in Transformer Models EMNLP 2021
Document Graph for Neural Machine Translation EMNLP 2021
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation EMNLP 2021
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification EMNLP 2021
Parallel Refinements for Lexically Constrained Text Generation with BART EMNLP 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021
Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems EMNLP 2021
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021
Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion EMNLP 2021
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization EMNLP 2021
Enriching and Controlling Global Semantics for Text Summarization EMNLP 2021
Value-aware Approximate Attention EMNLP 2021
Set Generation Networks for End-to-End Knowledge Base Population EMNLP 2021
On Pursuit of Designing Multi-modal Transformer for Video Grounding EMNLP 2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021
Integrating Deep Event-Level and Script-Level Information for Script Event Prediction EMNLP 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
On Classifying whether Two Texts are on the Same Side of an Argument EMNLP 2021
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021
HittER: Hierarchical Transformers for Knowledge Graph Embeddings EMNLP 2021
PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021
Finetuning Pretrained Transformers into RNNs EMNLP 2021