Research output per year
Research output per year
-
From Natural Language to Exact Cover: A Neuro-Symbolic Approach to Zebra Puzzles
Skaisgiris, P., Pammer, T., Semmelrock, V., Ielanskyi, M., Heisinger, M. & Kobler, E., 01 Apr 2026, ICLR 2026 Workshop on Logical Reasoning of Large Language Models. 1 ed. OpenReview.net, 25 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
-
MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
Bartmann, C., Schimunek, J., Ielanskyi, M., Seidl, P., Klambauer, G. & Luukkonen, S., 21 Jan 2026, 73 p. (arXiv.org; no. 2601.15279).Research output: Working paper and reports › Preprint
Open Access -
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
Ielanskyi, M., Schweighofer, K., Aichberger, L. & Hochreiter, S., Jul 2025, ICLR Workshop: Quantify Uncertainty and Hallucination in Foundation Models: The Next Frontier in Reliable AI. 1 ed. 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
-
Improving Uncertainty Estimation through Semantically Diverse Language Generation
Aichberger, L., Schweighofer, K., Ielanskyi, M. & Hochreiter, S., Jan 2025, International Conference On Learning Representations (ICLR 2025). 1 ed. p. 42935-42959 25 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
-
Machine Learning-Driven Optimization of Specific, Compact, and Efficient Base Editors via Single-Round Diversification
Ielanskyi, M., Wang, M., Scott, L., Rieber, L., Merrett, S., Schimunek, J., Mayr, A., McDowell, I., Klambauer, G. & Bowen, T., 30 Jul 2025, bioRxiv, 48 p.Research output: Working paper and reports › Preprint
Open Access
Activities
- 1 Contributed talk
-
From Natural Language to Exact Cover: A Neuro-Symbolic Approach to Zebra Puzzles
Ielanskyi, M. (Speaker)
23 Apr 2026Activity: Talk or presentation › Contributed talk › science-to-science
Prizes
-
Outstanding Paper Award at ICLR 2026 Workshop on Logical Reasoning of Large Language Models
Skaisgiris, P. (Recipient), Pammer, T. (Recipient), Semmelrock, V. (Recipient), Ielanskyi, M. (Recipient), Heisinger, M. (Recipient) & Kobler, E. (Recipient), 23 Apr 2026
Prize: Prize, award or honor