Foundation Models

Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022 ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation AutoML 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising NAACL 2022 Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NeurIPS 2022 Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022 Spherical Channels for Modeling Atomic Interactions NeurIPS 2022 SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022 SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022 StableMoE: Stable Routing Strategy for Mixture of Experts ACL 2022 SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022 TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion IJCAI 2022 The Devil in Linear Transformer EMNLP 2022 Towards Data-Free Domain Generalization ACML 2022 Towards Detecting Political Bias in Hindi News Articles ACL 2022 Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022 Towards Improving Faithfulness in Abstractive Summarization NeurIPS 2022 Towards Learning Universal Hyperparameter Optimizers with Transformers NeurIPS 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer NeurIPS 2022 Training language models to follow instructions with human feedback NeurIPS 2022 TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022