Improving Access to Science for Social Good. - Mehdi Ali; Sahar Vahdati; Shruti Singh; Sourish Dasgupta; Jens Lehmann 001 (PKDD/ECML Workshops (1), 2019)

Predicting Missing Links Using PyKEEN. - Mehdi Ali; Charles Tapley Hoyt; Daniel Domingo-Fernández; Jens Lehmann 001 (ISWC (Satellites), 2019)

The KEEN Universe - An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability. - Mehdi Ali; Hajira Jabeen; Charles Tapley Hoyt; Jens Lehmann 001 (ISWC (2), 2019)

The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track. - Sumit Madan; Justyna Szostak; Ravikumar Komandur Elayavilli; Richard Tzong-Han Tsai; Mehdi Ali; Longhua Qian; Majid Rastegar-Mojarad; Julia Hoeng; Juliane Fluck (Database J. Biol. Databases Curation, 2019)

BioKEEN: a library for learning and evaluating biological knowledge graph embeddings. - Mehdi Ali; Charles Tapley Hoyt; Daniel Domingo-Fernández; Jens Lehmann 001; Hajira Jabeen (Bioinform., 2019)

Affinity Dependent Negative Sampling for Knowledge Graph Embeddings. - Mirza Mohtashim Alam; Hajira Jabeen; Mehdi Ali; Karishma Mohiuddin; Jens Lehmann 001 (DL4KG@ESWC, 2020)

Improving Inductive Link Prediction Using Hyper-relational Facts. - Mehdi Ali; Max Berrendorf; Mikhail Galkin 001; Veronika Thost; Tengfei Ma 001; Volker Tresp; Jens Lehmann 001 (ISWC, 2021)

CLEP: a hybrid data- and knowledge-driven framework for generating patient representations. - Vinay Srinivas Bharadhwaj; Mehdi Ali; Colin Birkenbihl; Sarah Mubeen; Jens Lehmann 001; Martin Hofmann-Apitius; Charles Tapley Hoyt; Daniel Domingo-Fernández (Bioinform., 2021)

PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings. - Mehdi Ali; Max Berrendorf; Charles Tapley Hoyt; Laurent Vermue; Sahand Sharifzadeh; Volker Tresp; Jens Lehmann 001 (J. Mach. Learn. Res., 2021)

Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract). - Mehdi Ali; Max Berrendorf; Mikhail Galkin 001; Veronika Thost; Tengfei Ma 001; Volker Tresp; Jens Lehmann 001 (IJCAI, 2022)

Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. - Mehdi Ali; Max Berrendorf; Charles Tapley Hoyt; Laurent Vermue; Mikhail Galkin 001; Sahand Sharifzadeh; Asja Fischer; Volker Tresp; Jens Lehmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Investigating Graph Representation Learning Methods For Link Prediction in Knowledge Graphs - Mehdi Ali (2023)

Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? - Alexander Arno Weber; Klaudia Thellmann; Jan Ebert; Nicolas Flores-Herr; Jens Lehmann 001; Michael Fromm 001; Mehdi Ali (EMNLP, 2024)

Tokenizer Choice For LLM Training: Negligible or Crucial? - Mehdi Ali; Michael Fromm 001; Klaudia Thellmann; Richard Rutmann; Max Lübbering; Johannes Leveling; Katrin Klug; Jan Ebert; Niclas Doll; Jasper Schulze Buschhoff; Charvi Jain; Alexander Arno Weber; et al. (NAACL-HLT (Findings), 2024)

Do Multilingual Large Language Models Mitigate Stereotype Bias? - Shangrui Nie; Michael Fromm 001; Charles Welch; Rebekka Görge; Akbar Karimi 001; Joan Plepi; Nazia Afsan Mowmita; Nicolas Flores-Herr; Mehdi Ali; Lucie Flek (CoRR, 2024)

Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs. - Mehdi Ali; Michael Fromm 001; Klaudia Thellmann; Jan Ebert; Alexander Arno Weber; Richard Rutmann; Charvi Jain; Max Lübbering; Daniel Steinigen; Johannes Leveling; Katrin Klug; Jasper Schulze Buschhoff; et al. (CoRR, 2024)

Data Processing for the OpenGPT-X Model Family. - Nicolo' Brandizzi; Hammam Abdelwahab; Anirban Bhowmick; Lennard Helmer; Benny Jörg Stein; Pavel Denisov; Qasid Saleem; Michael Fromm 001; Mehdi Ali; Richard Rutmann; Farzad Naderi; Mohamad Saif Agy; et al. (CoRR, 2024)

Towards Multilingual LLM Evaluation for European Languages. - Klaudia Thellmann; Bernhard Stadler 001; Michael Fromm 001; Jasper Schulze Buschhoff; Alex Jude; Fabio Barth; Johannes Leveling; Nicolas Flores-Herr; Joachim Köhler; René Jäkel; Mehdi Ali (CoRR, 2024)

CLEP. - Vinay Srinivas Bharadhwaj; Mehdi Ali; Colin Birkenbihl; Sarah Mubeen; Jens Lehmann 001; Martin Hofmann-Apitius; Charles Tapley Hoyt; Daniel Domingo-Fernández (Zenodo, 2024)

CLEP. - Vinay Srinivas Bharadhwaj; Mehdi Ali; Colin Birkenbihl; Sarah Mubeen; Jens Lehmann 001; Martin Hofmann-Apitius; Charles Tapley Hoyt; Daniel Domingo-Fernández (Zenodo, 2024)

CLEP. - Vinay Srinivas Bharadhwaj; Mehdi Ali; Colin Birkenbihl; Sarah Mubeen; Jens Lehmann 001; Martin Hofmann-Apitius; Charles Tapley Hoyt; Daniel Domingo-Fernández (Zenodo, 2025)

Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models. - Mehdi Ali; Manuel Brack; Max Lübbering; Elias Wendt; Abbas Goher Khan; Richard Rutmann; Alex Jude; Maurice Kraus; Alexander Arno Weber; David Kaczér; Florian Mai; Lucie Flek; et al. (CoRR, 2025)