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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

Autoformalization with Large Language Models NIPS 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NIPS 2022
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NIPS 2022
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control NIPS 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NIPS 2022
Whitening Convergence Rate of Coupling-based Normalizing Flows NIPS 2022
Exploring Length Generalization in Large Language Models NIPS 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation NIPS 2022
Error Correction Code Transformer NIPS 2022
Exploring evolution-aware & -free protein language models as protein function predictors NIPS 2022
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation AUTOML 2022
Clinical-BERT: Vision-Language Pre-training for Radiograph Diagnosis and Reports Generation AAAI 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Inductive Relation Prediction by BERT AAAI 2022
Transformer with Memory Replay AAAI 2022
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022
Language Model Priming for Cross-Lingual Event Extraction AAAI 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022
WAX: A New Dataset for Word Association eXplanations AACL 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset AACL 2022
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022
Linking a Hypothesis Network From the Domain of Invasion Biology to a Corpus of Scientific Abstracts: The INAS Dataset AACL 2022