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Transfer Learning

3,884 papers

Papers per year

Papers

Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
Disentangled Action Recognition with Knowledge Bases NAACL 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022
On the Use of External Data for Spoken Named Entity Recognition NAACL 2022
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining NAACL 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog NAACL 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data NAACL 2022
Pretrained Models for Multilingual Federated Learning NAACL 2022
SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data NAACL 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022