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Large Language Models

9,153 papers

Papers per year

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Papers

Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
IIT-KGP at COIN 2019: Using pre-trained Language Models for modeling Machine Comprehension EMNLP 2019
Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019
BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019
BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019
Unsupervised Question Answering for Fact-Checking EMNLP 2019
Open Vocabulary Learning on Source Code with a Graph-Structured Cache ICML 2019
Efficient Training of BERT by Progressively Stacking ICML 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019
Story Ending Prediction by Transferable BERT IJCAI 2019
Adapting BERT for Target-Oriented Multimodal Sentiment Classification IJCAI 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings IJCNLP 2019
Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects IJCNLP 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT IJCNLP 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets IJCNLP 2019
Robust Navigation with Language Pretraining and Stochastic Sampling IJCNLP 2019
Adaptively Sparse Transformers IJCNLP 2019
Language Models as Knowledge Bases? IJCNLP 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs IJCNLP 2019
Fine-tune BERT with Sparse Self-Attention Mechanism IJCNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text IJCNLP 2019
Small and Practical BERT Models for Sequence Labeling IJCNLP 2019