all AI news
A Unified Model for Reverse Dictionary and Definition Modelling. (arXiv:2205.04602v2 [cs.CL] UPDATED)
Oct. 12, 2022, 1:17 a.m. | Pinzhen Chen, Zheng Zhao
cs.CL updates on arXiv.org arxiv.org
We build a dual-way neural dictionary to retrieve words given definitions,
and produce definitions for queried words. The model learns the two tasks
simultaneously and handles unknown words via embeddings. It casts a word or a
definition to the same representation space through a shared layer, then
generates the other form in a multi-task fashion. Our method achieves promising
automatic scores on previous benchmarks without extra resources. Human
annotators prefer the model's outputs in both reference-less and
reference-based evaluation, indicating …
More from arxiv.org / cs.CL updates on arXiv.org
Jobs in AI, ML, Big Data
Software Engineer for AI Training Data (School Specific)
@ G2i Inc | Remote
Software Engineer for AI Training Data (Python)
@ G2i Inc | Remote
Software Engineer for AI Training Data (Tier 2)
@ G2i Inc | Remote
Data Engineer
@ Lemon.io | Remote: Europe, LATAM, Canada, UK, Asia, Oceania
Artificial Intelligence – Bioinformatic Expert
@ University of Texas Medical Branch | Galveston, TX
Lead Developer (AI)
@ Cere Network | San Francisco, US