
Mirella Lapata
planning
semantic parsing
summarization
discrete latent variables
attribution
data-to-text generation
text-to-sql
hate speech
compositional generalization
conversational semantic parsing
cross-lingual transfer
paraphrase generation
multimodal
explainability
cross-lingual
36
presentations
57
number of views
1
citations
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

Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster
Agostina Calabrese and 6 other authors

A Modular Approach for Multimodal Summarization of TV Shows
Louis Mahon and 1 other author

Learning to Plan and Generate Text with Citations
Constanza Fierro and 6 other authors

PixT3: Pixel-based Table-To-Text Generation
Iñigo Alonso and 2 other authors

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
Chenxi Whitehouse and 5 other authors

Prompting is not all you need! Or why Structure and Representations still matter in NLP
Mirella Lapata

Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning
Danna Zheng and 2 other authors

Improving Generalization in Semantic Parsing by Increasing Natural Language Variation
Irina Saparina and 1 other author

µPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
Fantine Huot and 7 other authors

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