← Authors

Martin Schmitt

11 papers · 2018–2025 · 6 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (35) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ’Ž Century Club (11) πŸ—ƒοΈ Keyword Collector (57) πŸ”₯ Unstoppable (5)

Conferences

EMNLP (4) AAAI (2) ACL (2) COLING (1) EACL (1) NAACL (1)

Top co-authors

Hinrich SchΓΌtze (9) Philipp Dufter (3) Iryna Gurevych (2) Volker Tresp (2) Leonardo F. R. Ribeiro (2) Sahand Sharifzadeh (2) Benjamin Roth (1) Konrad Schreiber (1) Sanjeev Kumar Karn (1) Mengjie Zhao (1)

Keywords

knowledge graph (5) lexical inference (3) graph-to-text generation (3) pretrained language model (3) few-shot learning (2) natural language inference (2) transformer architecture (2) knowledge transfer (1) text classification (1) zero-shot learning (1) semantic parsing (1) semantic analysis (1) parallel corpus (1) semantic representation (1) natural language generation (1) self-supervised pretraining (1) entity linking (1) convolutional neural network (1) relational reasoning (1) part-of-speech tagging (1)

Papers

CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models AAAI 2025
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021
Language Models for Lexical Inference in Context EACL 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
Investigating Pretrained Language Models for Graph-to-Text Generation EMNLP 2021
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing EMNLP 2020
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention COLING 2020
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks EMNLP 2018
Embedding Learning Through Multilingual Concept Induction ACL 2018