09.11.2025

Teaser image to Barbara Plank Receives EMNLP 2025 SAC Highlight Award

Barbara Plank Receives EMNLP 2025 SAC Highlight Award

Advancing Human-Centered Natural Language Inference

MCML PI Barbara Plank received an EMNLP 2025 Senior Area Chair (SAC) Highlight Award for the paper LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference. The award recognizes papers of exceptional quality and significance selected by the conference's Senior Area Chairs.

The award-winning paper introduces LiTEx, a linguistically informed taxonomy for analyzing how people explain natural language inference decisions. By capturing differences in human reasoning beyond simple labels, the work improves our understanding of within-label variation and enables language models to generate explanations that more closely resemble human reasoning.

Congratulations on this outstanding achievement!

#award #research #plank

Related

Link to Teaching Language Models to Express Uncertainty

29.10.2026

Teaching Language Models to Express Uncertainty

An ICLR 2026 paper shows how reinforcement learning improves confidence estimates from language models.

Read more
Link to Runner-Up Prize at AutoML 2026 for Tabular-DC-Bench

27.10.2026

Runner-Up Prize at AutoML 2026 for Tabular-DC-Bench

Tabular-DC-Bench, by MCML Junior Member Mamdouh Aljoud and MCML Director Thomas Seidl, among others, won a runner-up prize at AutoML 2026.

Read more
Link to Welcoming Ewa Szczurek to MCML

27.10.2026

Welcoming Ewa Szczurek to MCML

Ewa Szczurek joins MCML as Professor of AI in Life Sciences at LMU, focusing on probabilistic and generative models for medicine.

Read more
Link to Best Paper Award at AIES 2026 for Work on Algorithmic Contestability

26.10.2026

Best Paper Award at AIES 2026 for Work on Algorithmic Contestability

MCML Junior Member Timo Freiesleben received the Best Paper Award at AIES 2026 for his work on algorithmic contestability.

Read more
Tiny logo
Link to MCML at EMNLP 2026

23.10.2026

MCML at EMNLP 2026

MCML researchers are represented with 47 papers at EMNLP 2026 (31 Main, 11 Findings, and 5 Workshops).

Read more
Back to Top