Foundation Models

Data Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation ICLR 2022 DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks NAACL 2022 Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 De novo mass spectrometry peptide sequencing with a transformer model ICML 2022 Describing Differences between Text Distributions with Natural Language ICML 2022 Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes EMNLP 2022 Diagonal State Spaces are as Effective as Structured State Spaces NeurIPS 2022 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022 Diffusion Models as Plug-and-Play Priors NeurIPS 2022 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022 Does Simultaneous Speech Translation need Simultaneous Models? EMNLP 2022 Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022 Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search EMNLP 2022 Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022 Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks ACL 2022 EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022 ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022 Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons NeurIPS 2022 End-to-End Neural Discourse Deixis Resolution in Dialogue EMNLP 2022 Enhanced adaptive optics control with image to image translation UAI 2022 Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022 Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022 EpiGRAF: Rethinking training of 3D GANs NeurIPS 2022 Error Correction Code Transformer NeurIPS 2022