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Large Language Models

2,733 papers

Papers per year

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Papers

Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks AAAI 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
Court Opinion Generation from Case Fact Description with Legal Basis AAAI 2021
Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021
When Do You Need Billions of Words of Pretraining Data? ACL 2021
Explaining Relationships Between Scientific Documents ACL 2021
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021
A Thorough Evaluation of Task-Specific Pretraining for Summarization EMNLP 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization EMNLP 2021
Language Models are Few-Shot Butlers EMNLP 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models EMNLP 2021
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations EMNLP 2021
Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021
Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
What Can a Generative Language Model Answer About a Passage? EMNLP 2021
Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021
QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task EMNLP 2021
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping NIPS 2020