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Transformers

10,397 papers

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Papers

Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022
Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
KOLD: Korean Offensive Language Dataset EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022
The Architectural Bottleneck Principle EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022
Transforming Sequence Tagging Into A Seq2Seq Task EMNLP 2022
Non-Autoregressive Models for Fast Sequence Generation EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Is it out yet? Automatic Future Product Releases Extraction from Web Data EMNLP 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022
Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022
Entity-level Sentiment Analysis in Contact Center Telephone Conversations EMNLP 2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022
Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022