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Foundation Models

4845 directly classified papers

Papers per year

Papers

stce at SemEval-2022 Task 6: Sarcasm Detection in English Tweets NAACL 2022
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations MLHC 2022
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks NAACL 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection NAACL 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language NAACL 2022
Word-order Typology in Multilingual BERT: A Case Study in Subordinate-Clause Detection NAACL 2022
EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022
Generative Multi-hop Retrieval EMNLP 2022
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NIPS 2022
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons NIPS 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NIPS 2022
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation AUTOML 2022
Invertible Monotone Operators for Normalizing Flows NIPS 2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation NIPS 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022
CULG: Commercial Universal Language Generation NAACL 2022
Hierarchical Transformers Are More Efficient Language Models NAACL 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022
WAX: A New Dataset for Word Association eXplanations AACL 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
Kubric: A Scalable Dataset Generator CVPR 2022