Samuel Broscheit
12 papers · 2010–2022 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Core Methods
(6)
Natural Language Processing
(5)
Applications
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Learning Types
(3)
Knowledge & Reasoning
(2)
Core AI
(2)
Optimization & Theory
(2)
Representation
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Keywords
link prediction
(4)
knowledge graph embedding
(4)
model architecture
(2)
hyperparameter optimization
(2)
domain generalization
(1)
domain adaptation
(1)
reproducible research
(1)
attention mechanism
(1)
semi-supervised learning
(1)
relation extraction
(1)
entity linking
(1)
neural machine translation
(1)
information retrieval
(1)
entity disambiguation
(1)
spoken language understanding
(1)
bert model
(1)
natural language processing
(1)
part-of-speech tagging
(1)
deep learning
(1)
representation learning
(1)
Papers
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding
ACL 2022
Unsupervised Multi-View Post-OCR Error Correction With Language Models
EMNLP 2021
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction
ACL 2020
LibKGE - A knowledge graph embedding library for reproducible research
EMNLP 2020
You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings
ICLR 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking
CoNLL 2019
On Evaluating Embedding Models for Knowledge Base Completion
ACL 2019
PRoFET: Predicting the Risk of Firms from Event Transcripts
IJCAI 2019
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
ACL 2018
Learning Distributional Token Representations from Visual Features
ACL 2018
A Multigraph Model for Coreference Resolution
CoNLL 2012
BART: A Multilingual Anaphora Resolution System
SemEval 2010