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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers EACL 2021
Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi EACL 2021
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021
Data Strategies for Low-Resource Grammatical Error Correction EACL 2021
On the (In)Effectiveness of Images for Text Classification EACL 2021
FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary EACL 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets EACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021
Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language EACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data IJCNLP 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning IJCNLP 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models IJCNLP 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders IJCNLP 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction IJCNLP 2021
Recursive Tree-Structured Self-Attention for Answer Sentence Selection IJCNLP 2021
WARP: Word-level Adversarial ReProgramming IJCNLP 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction IJCNLP 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task IJCNLP 2021
NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages IJCNLP 2021
HateBERT: Retraining BERT for Abusive Language Detection in English IJCNLP 2021