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Methodology
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Deep Learning
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Transfer Learning
2362 directly classified papers
Papers per year
2008: 1
2011: 1
2013: 6
2014: 4
2015: 11
2016: 21
2017: 48
2018: 83
2019: 184
2020: 296
2021: 309
2022: 356
2023: 320
2024: 366
2025: 348
2026: 8
Papers
Can Humor Prediction Datasets be used for Humor Generation? Humorous Headline Generation via Style Transfer
ACL 2020
Sarcasm Identification and Detection in Conversion Context using BERT
ACL 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering
CVPR 2020
Sarcasm Detection using Context Separators in Online Discourse
ACL 2020
DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection
ACL 2020
Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context
ACL 2020
Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning
ACL 2020
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data
CVPR 2020
Structure Preserving Generative Cross-Domain Learning
CVPR 2020
Automated Scoring of Clinical Expressive Language Evaluation Tasks
ACL 2020
Robust Neural Machine Translation with ASR Errors
ACL 2020
NLP-based Feature Extraction for the Detection of COVID-19 Misinformation Videos on YouTube
ACL 2020
Pre-training via Leveraging Assisting Languages for Neural Machine Translation
ACL 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks
ACL 2020
Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency
ACL 2020
Multi-Label and Multilingual News Framing Analysis
ACL 2020
Parallel Corpus Filtering via Pre-trained Language Models
ACL 2020
Unsupervised Cross-lingual Representation Learning at Scale
ACL 2020
Soft Gazetteers for Low-Resource Named Entity Recognition
ACL 2020
In Neural Machine Translation, What Does Transfer Learning Transfer?
ACL 2020
DoQA - Accessing Domain-Specific FAQs via Conversational QA
ACL 2020
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection
ACL 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions
ACL 2020
Improving Entity Linking through Semantic Reinforced Entity Embeddings
ACL 2020
Handling Rare Entities for Neural Sequence Labeling
ACL 2020
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