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Transfer Learning

510 directly classified papers

Papers per year

Papers

A Simple and Effective Dependency Parser for Telugu ACL 2020
Cross-Domain Correspondence Learning for Exemplar-Based Image Translation CVPR 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing EMNLP 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
New Advances in Speaker Diarization INTERSPEECH 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank EMNLP 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
A Simple Yet Strong Pipeline for HotpotQA EMNLP 2020
Raw Sign and Magnitude Spectra for Multi-Head Acoustic Modelling INTERSPEECH 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL 2020
Simplify the Usage of Lexicon in Chinese NER ACL 2020
Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting AACL 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
Lexical Simplification with Pretrained Encoders AAAI 2020
Synthetic Propaganda Embeddings To Train A Linear Projection EMNLP 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning ACL 2019
TWEETQA: A Social Media Focused Question Answering Dataset ACL 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth CVPR 2019
On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution ACL 2019
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers SEMEVAL 2019