Search results

Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models

Interpretation

NLP

Status: Open.

#2120 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 9, 2023

Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Annotation

NLP

Status: Open.

#2119 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 9, 2023

Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection

AnomalyDetection

NLP

Status: Open.

#2118 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 9, 2023

Crosslingual Generalization through Multitask Finetuning

Generation

NLP

Status: Open.

#2117 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 7, 2023

Contrastive Error Attribution for Finetuned Language Models

NLP

Summarization

Status: Open.

#2116 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 7, 2023

Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models

Annotation

Status: Open.

#2115 In arXivTimes/arXivTimes;

· icoxfog417 opened on Nov 7, 2023

Human Feedback is not Gold Standard

Evaluation

Status: Open.

#2114 In arXivTimes/arXivTimes;

· icoxfog417 opened on Oct 28, 2023

A Survey on Machine Learning Techniques for Source Code Analysis

Status: Open.

#2113 In arXivTimes/arXivTimes;

· icoxfog417 opened on Feb 28, 2023

Text-to-Table: A New Way of Information Extraction

NLP

Transformer

Status: Open.

#2112 In arXivTimes/arXivTimes;

· icoxfog417 opened on Feb 28, 2023

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Status: Open.

#2110 In arXivTimes/arXivTimes;

· icoxfog417 opened on Jan 5, 2023

Do Transformer Modifications Transfer Across Implementations and Applications?

Transformer

Status: Open.

#2109 In arXivTimes/arXivTimes;

· icoxfog417 opened on Jun 18, 2022

Improving language models by retrieving from trillions of tokens

NLP

Optimization

Transformer

Status: Open.

#2108 In arXivTimes/arXivTimes;

· icoxfog417 opened on Dec 12, 2021