Search Results for author:
Found 6 papers, 2 papers with code
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
The data generation pipeline is transferable and can be easily adapted for labeled conversation data generation in other domains.
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation
We explore the correlation between the level of hallucination in model responses and two types of sequence-level certainty: probabilistic certainty and semantic certainty.
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Recently, Neural Topic Models (NTM), inspired by variational autoencoders, have attracted a lot of research interest; however, these methods have limited applications in the real world due to the challenge of incorporating human knowledge.
Ranked #1 on
Topic Models
on 20NewsGroups
Code Compliance Assessment as a Learning Problem
This is a zero-shot evaluation as none of the policies occur in the training set.
GRAPHIX: A Pre-trained Graph Edit Model for Automated Program Repair
We evaluate GRAPHIX on the Patches in The Wild Java benchmark, using both abstract and concrete code.
E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients
In addition, we use Polya-Gamma data augmentation for the semi-supervised Bayesian tensor decomposition.
