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Transfer Learning

8078 directly classified papers

Papers per year

Papers

MTLB-STRUCT @Parseme 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models COLING 2020
Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter COLING 2020
Generalized Hindsight for Reinforcement Learning NIPS 2020
Offline Imitation Learning with a Misspecified Simulator NIPS 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding CONLL 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP 2020
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task EMNLP 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020
Segmentation of Argumentative Texts with Contextualised Word Representations ACL 2019
nocaps: novel object captioning at scale ICCV 2019
Content Modeling for Automated Oral Proficiency Scoring System ACL 2019
Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP 2019
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study EMNLP 2019
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings EMNLP 2019
Feature Evolution Based Multi-Task Learning for Collaborative Filtering with Social Trust IJCAI 2019
Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification INTERSPEECH 2019
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training EMNLP 2019
Cross-Task Knowledge Transfer for Query-Based Text Summarization EMNLP 2019
Supervised and Unsupervised Machine Translation for Myanmar-English and Khmer-English EMNLP 2019
Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019 EMNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading EMNLP 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model EMNLP 2019
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data EMNLP 2019