Ramón Fernández Astudillo

1. From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
   2016/02/05 by André F. T. Martins, Martins, André F. T., Ramón Fernández Astudillo +1 · 39 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and Algorithms
2. Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
   2015/08/09 by Ling, Wang, Tiago Luís, Luís, Tiago +12 · 23 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
   2020/12/03 by Pavan Kapanipathi, Kapanipathi, Pavan, Ibrahim Abdelaziz +57 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
   2021/10/29 by Jiawei Zhou, Tahira Naseem, Zhou, Jiawei +9 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Bioinformatics
5. Cycle-consistency training for end-to-end speech recognition
   2018/11/02 by Takaaki Hori, Ramón Fernández Astudillo, Hori, Takaaki +9 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
6. Structural Guidance for Transformer Language Models
   2021/07/30 by Peng Qian, Tahira Naseem, Qian, Peng +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. Inducing and Using Alignments for Transition-based AMR Parsing
   2022/05/03 by Andrew Drozdov, Jiawei Zhou, Drozdov, Andrew +11 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling