Foundation Models

PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NeurIPS 2022 PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022 PERSONACHATGEN: Generating Personalized Dialogues using GPT-3 COLING 2022 Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NeurIPS 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 PLM-based World Models for Text-based Games EMNLP 2022 POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection NAACL 2022 Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022 Prompt Distribution Learning CVPR 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022 P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks ACL 2022 QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022 Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022 RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking EMNLP 2022 Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022 Region-Based Semantic Factorization in GANs ICML 2022 Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? EMNLP 2022 Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022 Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022 Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022 Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022 RigNeRF: Fully Controllable Neural 3D Portraits CVPR 2022