Ramon Fernandez Astudillo
18 papers · 2015–2024 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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Deep Learning
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Machine Learning
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Natural Language Processing
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Core Methods
(6)
Generation
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Keywords
semantic parsing
(5)
abstract meaning representation
(5)
amr parsing
(3)
transition-based parsing
(3)
transformer architecture
(3)
graph parsing
(2)
voice conversion
(1)
graph prediction
(1)
semi-supervised learning
(1)
factuality evaluation
(1)
question answering
(1)
masked language model
(1)
autoregressive generation
(1)
dependency parsing
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transfer learning
(1)
semantic representation
(1)
cross-lingual transfer
(1)
question generation
(1)
weak supervision
(1)
word alignment
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Papers
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations
EMNLP 2024
Alignment via Mutual Information
CoNLL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
ACL 2023
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
AMR Parsing with Action-Pointer Transformer
NAACL 2021
Bootstrapping Multilingual AMR with Contextual Word Alignments
EACL 2021
Ensembling Graph Predictions for AMR Parsing
NeurIPS 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Structural Guidance for Transformer Language Models
ACL 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
EMNLP 2021
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation
ACL 2020
On the Importance of Diversity in Question Generation for QA
ACL 2020
Pushing the Limits of AMR Parsing with Self-Learning
EMNLP 2020
Transition-based Parsing with Stack-Transformers
EMNLP 2020
A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains
Interspeech 2017
Segment Level Voice Conversion with Recurrent Neural Networks
Interspeech 2017
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
EMNLP 2015