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Transformers

10,397 papers

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Papers

Generative Knowledge Graph Construction: A Review EMNLP 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022
The Geometry of Multilingual Language Model Representations EMNLP 2022
RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022
Linearizing Transformer with Key-Value Memory EMNLP 2022
Translation between Molecules and Natural Language EMNLP 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022
A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking EMNLP 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022
M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension EMNLP 2022
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging EMNLP 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022
Word Order Matters When You Increase Masking EMNLP 2022
A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection EMNLP 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling EMNLP 2022
Non-Autoregressive Neural Machine Translation: A Call for Clarity EMNLP 2022
You Only Need One Model for Open-domain Question Answering EMNLP 2022
SetGNER: General Named Entity Recognition as Entity Set Generation EMNLP 2022
Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022