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Foundation Models

4845 directly classified papers

Papers per year

Papers

BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA NAACL 2021
Relative Positional Encoding for Transformers with Linear Complexity ICML 2021
UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization NAACL 2021
LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021
WVOQ at SemEval-2021 Task 6: BART for Span Detection and Classification ACL 2021
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning ICML 2021
Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021
Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems NIPS 2021
Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs NIPS 2021
Language Model Augmented Relevance Score ACL 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks ACL 2021
Multi-view Subword Regularization NAACL 2021
Fast End-to-End Learning on Protein Surfaces CVPR 2021
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective ACL 2021
How Linguistically Fair Are Multilingual Pre-Trained Language Models? AAAI 2021
Inference Time Style Control for Summarization NAACL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection ACL 2021
A Unified Generative Framework for Various NER Subtasks ACL 2021
AI-Infused Collaborative Inquiry in Upper Elementary School: A Game-Based Learning Approach AAAI 2021
The Contour to Classification Game AAAI 2021
Ad Headline Generation using Self-Critical Masked Language Model NAACL 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021