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Large Language Models

9067 directly classified papers

Papers per year

Papers

Enhancing Multiple-Choice Question Answering with Causal Knowledge NAACL 2021
ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI NAACL 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation IJCNLP 2021
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT IJCNLP 2021
Multilingual Language Models Predict Human Reading Behavior NAACL 2021
Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing NAACL 2021
Multilingual BERT Post-Pretraining Alignment NAACL 2021
Neural Language Modeling for Contextualized Temporal Graph Generation NAACL 2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL 2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! NAACL 2021
It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners NAACL 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling NAACL 2021
Unified Pre-training for Program Understanding and Generation NAACL 2021
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training NAACL 2021
Discourse Probing of Pretrained Language Models NAACL 2021
Limitations of Autoregressive Models and Their Alternatives NAACL 2021
Revisiting Simple Neural Probabilistic Language Models NAACL 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts NAACL 2021
Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021
GPT Perdetry Test: Generating new meanings for new words NAACL 2021
Hie-BART: Document Summarization with Hierarchical BART NAACL 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages NAACL 2021