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Large Language Models

6405 directly classified papers

Papers per year

Papers

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020
Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction IJCAI 2020
Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020
RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
Investigating Transferability in Pretrained Language Models EMNLP 2020
Multiˆ2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics EMNLP 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020
Do Language Embeddings capture Scales? EMNLP 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020
Improving Event Duration Prediction via Time-aware Pre-training EMNLP 2020
This is a BERT. Now there are several of them. Can they generalize to novel words? EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020
Predicting Reference: What do Language Models Learn about Discourse Models? EMNLP 2020
Efficient Meta Lifelong-Learning with Limited Memory EMNLP 2020
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit NIPS 2020
Towards Neural Programming Interfaces NIPS 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020