Search Results for author:
Found 5 papers, 3 papers with code
Instruction Matters, a Simple yet Effective Task Selection Approach in Instruction Tuning for Specific Tasks
Instruction tuning has shown its ability to not only enhance zero-shot generalization across various tasks but also its effectiveness in improving the performance of specific tasks.
Lightweight feature encoder for wake-up word detection based on self-supervised speech representation
Self-supervised learning method that provides generalized speech representations has recently received increasing attention.
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems
In the experiment, we investigate the effect of weighted negative sampling, post-training, and style transfer.
Towards Continual Knowledge Learning of Language Models
By highlighting the critical causes of knowledge forgetting, we show that CKL is a challenging and important problem that helps us better understand and train ever-changing LMs.
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons
The method consists of 3 steps as follows: (i) Expanding 1 or more dimension(s) on all the word vectors, filling with their representative value.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
