conftrace_

training data selection

9 papers

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Also known as

TDS

Co-occurring keywords

data selection (221) training datum (124) transfer learning (5449) approximate optimization (8) training efficiency (60) minimum norm (6) greedy algorithm (242) recurrent neural network (1790) language model (4599) inference acceleration (244)

Papers

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models ACL 2024
A Training Data Recipe to Accelerate A* Search with Language Models EMNLP 2024
Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024
HYRR: Hybrid Infused Reranking for Passage Retrieval COLING 2024
Feeding What You Need by Understanding What You Learned ACL 2022
Reinforced Training Data Selection for Domain Adaptation ACL 2019
Sampling Informative Training Data for RNN Language Models ACL 2018
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ACL 2018
On fast approximate submodular minimization NIPS 2011