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Alexander Gray

30 papers · 2006–2024 · 10 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (18) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (14) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (12) 🧬 Topic Evolution πŸ‘₯ Mega-Team (30) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (5) ❓ The Questioner ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (137) πŸ“ˆ Trend Setter πŸ’Ž Century Club (30) πŸš€ Conference Pioneer πŸ”₯ 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

Pavan Kapanipathi (12) Ibrahim Abdelaziz (9) Salim Roukos (9) Subhajit Chaudhury (7) Srinivas Ravishankar (7) Daiki Kimura (6) Achille Fokoue (6) Sumit Neelam (6) Ryan Riegel (5) Michiaki Tatsubori (5)

Research topics

Statistics (1)

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