Marco A. Valenzuela-Escárcega
13 papers · 2015–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🧬
Topic Evolution
🤝
Dynamic Duo
(12)
📈
Trend Setter
💎
Century Club
(13)
Conferences
NAACL (5)
COLING (3)
ACL (2)
CONLL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
information extraction
(4)
rule synthesis
(2)
machine reading
(2)
knowledge graph
(2)
program synthesis
(2)
representation learning
(2)
link prediction
(1)
reinforcement learning
(1)
active learning
(1)
relation extraction
(1)
partial annotation
(1)
question answering
(1)
named entity recognition
(1)
self-supervised learning
(1)
token classification
(1)
probabilistic modeling
(1)
knowledge base
(1)
exploration-exploitation tradeoff
(1)
document retrieval
(1)
few-shot learning
(1)
Papers
Active Learning Design Choices for NER with Transformers
COLING 2024
A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction
NAACL 2022
Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision
COLING 2022
An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification
COLING 2020
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models
NAACL 2019
Lightly-supervised Representation Learning with Global Interpretability
NAACL 2019
Enabling Search and Collaborative Assembly of Causal Interactions Extracted from Multilingual and Multi-domain Free Text
NAACL 2019
Scientific Discovery as Link Prediction in Influence and Citation Graphs
NAACL 2018
Learning what to read: Focused machine reading
EMNLP 2017
Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph
ACL 2017
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification
CONLL 2017
A Domain-independent Rule-based Framework for Event Extraction
IJCNLP 2015
A Domain-independent Rule-based Framework for Event Extraction
ACL 2015