Pinned Repositories
self-rag
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
graph-2-text
Graph to sequence implemented in Pytorch combining Graph convolutional networks and opennmt-py
SPICE
Semantic Parsing for Conversational Question Answering over Large Knowledge Graphs
clads
XWikisCorpus, cross-lingual summarisation, multi-lingual summarisation, pre-trained language models, zero-shot and few-shot summarisation
dppattn
Multi-Document Summarization with Determinantal Point Process Attention
interpretable_predictions
Interpretable Neural Predictions with Differentiable Binary Variables
WikiCatSum
Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.
wikigen
Data-to-Text generation with loosely aligned WikiBio dataset from (Lebret et al. 2016). Explicit content selection step with Multi-Instance Learning.
lauhaide's Repositories
lauhaide/WikiCatSum
Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.
lauhaide/clads
XWikisCorpus, cross-lingual summarisation, multi-lingual summarisation, pre-trained language models, zero-shot and few-shot summarisation
lauhaide/wikigen
Data-to-Text generation with loosely aligned WikiBio dataset from (Lebret et al. 2016). Explicit content selection step with Multi-Instance Learning.
lauhaide/dppattn
Multi-Document Summarization with Determinantal Point Process Attention
lauhaide/interpretable_predictions
Interpretable Neural Predictions with Differentiable Binary Variables