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Transfer Learning

8,078 papers

Papers per year

Papers

XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ACL 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
A Dataset and Baselines for Multilingual Reply Suggestion ACL 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Diverse Pretrained Context Encodings Improve Document Translation ACL 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation ACL 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021
[RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort ACL 2021
Evaluating morphological typology in zero-shot cross-lingual transfer ACL 2021
Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? ACL 2021
Meta-Learning to Compositionally Generalize ACL 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation ACL 2021
Knowing the No-match: Entity Alignment with Dangling Cases ACL 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ACL 2021