Domain Adaptation

Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022 Syne Tune: A Library for Large Scale Hyperparameter Tuning and Reproducible Research AutoML 2022 Syntax-Aware Network for Handwritten Mathematical Expression Recognition CVPR 2022 Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 Tackling covariate shift with node-based Bayesian neural networks ICML 2022 Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection CVPR 2022 Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection CVPR 2022 Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SemEval 2022 teamPN at TSAR-2022 Shared Task: Lexical Simplification using Multi-Level and Modular Approach EMNLP 2022 Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SemEval 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Test for non-negligible adverse shifts UAI 2022 Test Time Adaptation via Conjugate Pseudo-labels NeurIPS 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022 Test-Time Training with Masked Autoencoders NeurIPS 2022 Text-Only Domain Adaptation Based on Intermediate CTC Interspeech 2022 Text Style Transferring via Adversarial Masking and Styled Filling EMNLP 2022 The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction Interspeech 2022 The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022 The challenges of temporal alignment on Twitter during crises EMNLP 2022