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Large Language Models

9067 directly classified papers

Papers per year

Papers

Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Efficient and Robust Knowledge Graph Construction IJCNLP 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges IJCNLP 2022
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022
Meta-learning via Language Model In-context Tuning ACL 2022
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022
Learning To Retrieve Prompts for In-Context Learning NAACL 2022
Modal Dependency Parsing via Language Model Priming NAACL 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022