Ivan Titov

University of Luxembourg — LU

Computer Science · Physical Sciences

44h-index15.3kcitations276works0.52yr avg
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Research Topics

Topic Modeling(193), Natural Language Processing Techniques(177), Multimodal Machine Learning Applications(33), Text Readability and Simplification(31), Speech and dialogue systems(22)

Publications276 total

Cooling of sinter on linear coolers of the NLMK Sinter Plant
Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information·2025
Spin-Disorder-Induced Angular Anisotropy in Polarized Magnetic Neutron Scattering
Physical Review Letters·2025Open Access
Evolution at the nanoscale of magnetic clustering of the Griffiths-like phase in Tb4.925La0.075Si2Ge2
Journal of Alloys and Compounds·2025Open Access
Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing
arXiv (Cornell University)·2025Open Access
Controlling What You Share: Assessing Language Model Adherence to Privacy Preferences
arXiv (Cornell University)·2025Open Access
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
arXiv (Cornell University)·2025Open Access
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations
arXiv (Cornell University)·2025Open Access
Joint Localization and Activation Editing for Low-Resource Fine-Tuning
arXiv (Cornell University)·2025Open Access
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
arXiv (Cornell University)·2025Open Access
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
2025· 3 citedOpen Access
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
arXiv (Cornell University)·2024Open Access
What's New in My Data? Novelty Exploration via Contrastive Generation
arXiv (Cornell University)·2024Open Access
Electrorheology of urea-functionalized lathlike goethite particles in silicone oil
Colloids and Surfaces A Physicochemical and Engineering Aspects·2024· 3 citedOpen Access
Disentangling Textual and Acoustic Features of Neural Speech Representations
arXiv (Cornell University)·2024Open Access
Post-hoc Reward Calibration: A Case Study on Length Bias
arXiv (Cornell University)·2024· 1 citedOpen Access
Magnetic microstructure of nanocrystalline Fe-Nb-B alloys as seen by small-angle neutron and x-ray scattering
Physical review. B./Physical review. B·2024· 4 citedOpen Access
Explanation Regularisation through the Lens of Attributions
arXiv (Cornell University)·2024Open Access
A total Solovay reducibility and totalizing of the notion of speedability
arXiv (Cornell University)·2024Open Access
Extending the Limit Theorem of Barmpalias and Lewis-Pye to all reals
arXiv (Cornell University)·2024Open Access
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Rico Sennrich(8), James Henderson(7), Diego Marcheggiani(6), Elena Voita(5), Wilker Aziz(5), Alexandre Klementiev(4), Paola Merlo(4), Michael Schlichtkrull(3), Joost Bastings(3), Nicola De Cao(3), Biao Zhang(3), Mirella Lapata(3), Gabriele Musillo(3), Thomas Kipf(2), Peter Bloem(2), Rianne van den Berg(2), Max Welling(2), David Talbot(2), Fédor Moiseev(2), Ryan McDonald(2)