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Large Language Models

9067 directly classified papers

Papers per year

Papers

UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning SEMEVAL 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020
Pretrained Language Model Embryology: The Birth of ALBERT EMNLP 2020
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets EMNLP 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020
YNUtaoxin at SemEval-2020 Task 11: Identification Fragments of Propaganda Technique by Neural Sequence Labeling Models with Different Tagging Schemes and Pre-trained Language Model SEMEVAL 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020
Commonsense Reasoning for Natural Language Processing ACL 2020
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset AAAI 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020
Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2 ACL 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ACL 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020
Transformers: State-of-the-Art Natural Language Processing EMNLP 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries EMNLP 2020
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020
BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing EMNLP 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning EMNLP 2020