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Transfer Learning

8,078 papers

Papers per year

Papers

Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020
MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources COLING 2020
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models COLING 2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020
Annotation and Detection of Arguments in Tweets COLING 2020
The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations COLING 2020
Anaphoric Zero Pronoun Identification: A Multilingual Approach COLING 2020
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and News COLING 2020
Bilingual Transfer Learning for Online Product Classification COLING 2020
Extractive Summarization System for Annual Reports COLING 2020
AMEX-AI-LABS: Investigating Transfer Learning for Title Detection in Table of Contents Generation COLING 2020
Taxy.io@FinTOC-2020: Multilingual Document Structure Extraction using Transfer Learning COLING 2020
Gender-Aware Reinflection using Linguistically Enhanced Neural Models COLING 2020
Automatic Topological Field Identification in (Historical) German Texts COLING 2020
Neural Machine Translation of Artwork Titles Using Iconclass Codes COLING 2020
ERRANT: Assessing and Improving Grammatical Error Type Classification COLING 2020
Lexical Induction of Morphological and Orthographic Forms for Low-Resourced Languages COLING 2020
Surface Realization Using Pretrained Language Models COLING 2020
Annotating Verbal MWEs in Irish for the PARSEME Shared Task 1.2 COLING 2020
MTLB-STRUCT @Parseme 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models COLING 2020
MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection COLING 2020
Cross-lingual Emotion Intensity Prediction COLING 2020
SemEval-2020 Task 3: Graded Word Similarity in Context COLING 2020
The UCD-Net System at SemEval-2020 Task 1: Temporal Referencing with Semantic Network Distances COLING 2020
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations COLING 2020