Alexander Gray
30 papers · 2006–2024 · 10 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+16 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Trendsetter Combo
(4)
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
π₯
Mega-Team
(30)
π¬
Deep Specialist
(11)
π
Keyword Champion
(5)
β
The Questioner
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(137)
π
Trend Setter
π
Century Club
(30)
π
Conference Pioneer
π₯
Unstoppable
(5)
Conferences
ACL (7)
EMNLP (5)
IJCNLP (4)
AAAI (3)
ICML (3)
NIPS (3)
AISTATS (2)
IJCAI (1)
JMLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
neuro-symbolic reasoning
(7)
knowledge base question answering
(5)
first-order logic
(5)
rule learning
(5)
text-based game
(5)
reinforcement learning
(4)
logical neural network
(4)
knowledge graph
(3)
abstract meaning representation
(3)
entity linking
(3)
relation linking
(3)
neuro-symbolic learning
(2)
alternating direction method of multiplier
(2)
approximate inference
(2)
neuro-symbolic ai
(2)
neuro-symbolic approach
(2)
convex optimization
(2)
knowledge base
(2)
named entity recognition
(2)
semantic parsing
(2)
Papers
Abductive Reasoning in Logical Credal Networks
NIPS 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
NIPS 2024
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
EMNLP 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
Approximate Inference in Logical Credal Networks
IJCAI 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
ACL 2023
Zero-shot Entity Linking with Less Data
NAACL 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
AAAI 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules
EMNLP 2022
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
AAAI 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
ACL 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
IJCNLP 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
IJCNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
IJCNLP 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
IJCNLP 2021
An ADMM Based Framework for AutoML Pipeline Configuration
AAAI 2020
Stochastic Alternating Direction Method of Multipliers
ICML 2013
Which Space Partitioning Tree to Use for Search?
NIPS 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding
ICML 2013
Tree-Independent Dual-Tree Algorithms
ICML 2013
UPAL: Unbiased Pool Based Active Learning
AISTATS 2012
CAKE: Convex Adaptive Kernel Density Estimation
AISTATS 2011
New Algorithms for Efficient High-Dimensional Nonparametric Classification
JMLR 2006