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Large Language Models

9067 directly classified papers

Papers per year

Papers

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021
Evaluating and Explaining Natural Language Generation with GenX NAACL 2021
Detecting Multilingual COVID-19 Misinformation on Social Media via Contextualized Embeddings NAACL 2021
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021
Pre-training Methods for Neural Machine Translation ACL 2021
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL 2021
NUIG-DSI’s submission to The GEM Benchmark 2021 ACL 2021
Revisiting Pretraining with Adapters ACL 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model NAACL 2021
Gender and Representation Bias in GPT-3 Generated Stories NAACL 2021
What Context Features Can Transformer Language Models Use? ACL 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models ACL 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
CLEVE: Contrastive Pre-training for Event Extraction ACL 2021
GhostBERT: Generate More Features with Cheap Operations for BERT ACL 2021
Dynamic Contextualized Word Embeddings ACL 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021
Is Sparse Attention more Interpretable? ACL 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation SEMEVAL 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
UoR at SemEval-2021 Task 4: Using Pre-trained BERT Token Embeddings for Question Answering of Abstract Meaning SEMEVAL 2021