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transfer learning

5449 papers

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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

Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages EMNLP 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023
Revisiting the Knowledge Injection Frameworks EMNLP 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs EMNLP 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023
Learning to Predict Task Transferability via Soft Prompt EMNLP 2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules EMNLP 2023
PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023
The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023
MixTEA: Semi-supervised Entity Alignment with Mixture Teaching EMNLP 2023
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023
Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023
Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023
Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages EMNLP 2023
Low-Resource Machine Translation Systems for Indic Languages EMNLP 2023
KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection SEMEVAL 2023
Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB’s Effort for Bridging the Gap EMNLP 2023
SJTU-MTLAB’s Submission to the WMT23 Word-Level Auto Completion Task EMNLP 2023
HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification ACL 2023
Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard? EMNLP 2023
Pretrained Language Models v. Court Ruling Predictions: A Case Study on a Small Dataset of French Court of Appeal Rulings EMNLP 2023
Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? EMNLP 2023