Mirella Lapata
semantic parsing
planning
compositional generalization
paraphrase generation
cross-lingual transfer
discrete latent variables
conversational semantic parsing
text-to-sql
data-to-text generation
summarization
hate speech
natural language generation
clustering
hypothetical reasoning
structured prediction
46
presentations
58
number of views
SHORT BIO
I'm a professor in the School of Informatics at the University of Edinburgh. I'm affiliated with the Institute for Communicating and Collaborative Systems and the Edinburgh Natural Language Processing Group.
Presentations
Compositional Generalization for Data-to-Text Generation
Xinnuo Xu and 2 other authors
Visual Storytelling with Question-Answer Plans
Danyang Liu and 2 other authors
Conversational Semantic Parsing using Dynamic Context Graphs
Parag Jain and 1 other author
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing
Tom Sherborne and 2 other authors
Meta-Learning a Cross-lingual Manifold for Semantic Parsing
Tom Sherborne and 1 other author
Attributable and Scalable Opinion Summarization
Tom Hosking and 2 other authors
Explainable Abuse Detection as Intent Classification and Slot Filling
Agostina Calabrese and 2 other authors
Semantic Parsing for Conversational Question Answering over Knowledge Graphs
Laura Perez-beltrachini and 3 other authors
Hierarchical3D Adapters for Long Video-to-text Summarization
Pinelopi Papalampidi and 1 other author
Hierarchical3D Adapters for Long Video-to-text Summarization
Mirella Lapata
Extractive Opinion Summarization in Quantized Transformer Spaces
Mirella Lapata
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
Shashi Narayan and 6 other authors
Hierarchical Sketch Induction for Paraphrase Generation
Tom Hosking and 2 other authors
Document Summarization with Latent Queries
Yumo Xu and 1 other author
Zero-Shot Cross-lingual Semantic Parsing
Tom Sherborne and 1 other author
Disentangled Sequence to Sequence Learning for Compositional Generalization
Hao Zheng and 1 other author