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Transformers

9,294 papers

Papers per year

Papers

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
AUTOSUMM: Automatic Model Creation for Text Summarization 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
Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features EMNLP 2021
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment EMNLP 2021
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021
A Web Scale Entity Extraction System EMNLP 2021
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition EMNLP 2021
Generating Mammography Reports from Multi-view Mammograms with BERT EMNLP 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021
Towards Improving Adversarial Training of NLP Models EMNLP 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment EMNLP 2021
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality EMNLP 2021
RoR: Read-over-Read for Long Document Machine Reading Comprehension EMNLP 2021