Adrian Kochsiek

4 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (2)

Top co-authors

Rainer Gemulla (4) Apoorv Saxena (2) Daniel Ruffinelli (1) Inderjeet Nair (1) Samuel Broscheit (1) Patrick Betz (1)

Research topics

Deep Learning (4) Architectures (4) Knowledge & Reasoning (3) Machine Learning (3) Core Methods (3) Representation (3) Artificial Intelligence (1) Application Areas (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

link prediction (4) knowledge graph (2) knowledge graph embedding (2) entity embedding (2) question answering (1) contextual information (1) model architecture (1) deep learning (1) graph embedding (1) textual description (1) autoregressive decoding (1) encoder-decoder transformer (1) graph neural network (1) reproducible research (1) semi-inductive learning (1) zero-shot learning (1) semi-supervised learning (1) hyperparameter optimization (1)

Papers

A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023 Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction ACL 2023 Sequence-to-Sequence Knowledge Graph Completion and Question Answering ACL 2022 LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020