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Transfer Learning

4,848 papers

Papers per year

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Papers

Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023
Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition INTERSPEECH 2023
Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification INTERSPEECH 2023
PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach ACL 2023
Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning ICCV 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
Description and Analysis of ABC Submission to NIST LRE 2022 INTERSPEECH 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa SEMEVAL 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ACL 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 2023
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023