William L. Hamilton
23 papers · 2013–2022 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(45)
π
Interdisciplinary Bridge
β‘
Prolific Year
(5)
π
Conference Pioneer
β
The Questioner
(2)
π
Trend Setter
ποΈ
Keyword Collector
(72)
π
Century Club
(23)
Conferences
EMNLP (6)
ACL (5)
ICLR (5)
EACL (2)
IJCNLP (2)
AAAI (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
graph neural network
(6)
knowledge graph
(4)
inductive reasoning
(3)
representation learning
(3)
link prediction
(3)
systematic generalization
(2)
unsupervised pretraining
(2)
transfer learning
(2)
contrastive learning
(2)
diagnostic benchmark
(2)
neural retriever
(2)
kinship relation
(2)
end-to-end training
(2)
knowledge distillation
(2)
graph embedding
(2)
open-domain question answering
(2)
temporal reasoning
(1)
symbolic reasoning
(1)
graph classification
(1)
zero-shot learning
(1)
Papers
Online Adversarial Attacks
ICLR 2022
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
ICLR 2022
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
IJCNLP 2021
Neural representation and generation for RNA secondary structures
ICLR 2021
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
ACL 2021
Do Syntax Trees Help Pre-trained Transformers Extract Information?
EACL 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs
EACL 2021
A Universal Representation Transformer Layer for Few-Shot Image Classification
ICLR 2021
Structure Aware Negative Sampling in Knowledge Graphs
EMNLP 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation
ACL 2020
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
ACL 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion
EMNLP 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning
EMNLP 2020
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia
INTERSPEECH 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
EMNLP 2019
Deep Graph Infomax
ICLR 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
IJCNLP 2019
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks
AAAI 2019
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
ACL 2016
Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing
ACL 2016
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change
EMNLP 2016
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
EMNLP 2016
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations
ICML 2013