REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking

1 code implementation • 19 Apr 2024 • Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni

Extracting structured information from unstructured text is critical for many downstream NLP applications and is traditionally achieved by closed information extraction (cIE).

Benchmarking coreference-resolution +11

ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking

2 code implementations • NAACL (ACL) 2022 • Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, Andrea Pierleoni

The model is capable of generalising to large-scale knowledge bases such as Wikidata (which has 15 times more entities than Wikipedia) and of zero-shot entity linking.

Entity Disambiguation Entity Linking +1

Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems

1 code implementation • NAACL 2021 • Shubhi Tyagi, Antonio Bonafonte, Jaime Lorenzo-Trueba, Javier Latorre

Developing Text Normalization (TN) systems for Text-to-Speech (TTS) on new languages is hard.

Dynamic Prosody Generation for Speech Synthesis using Linguistics-Driven Acoustic Embedding Selection

no code implementations • 2 Dec 2019 • Shubhi Tyagi, Marco Nicolis, Jonas Rohnke, Thomas Drugman, Jaime Lorenzo-Trueba

Recent advances in Text-to-Speech (TTS) have improved quality and naturalness to near-human capabilities when considering isolated sentences.

Speech Synthesis