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#p-hedderich

EDM+26

ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior

ICML 2026

#p-hedderich #p-kutyniok #p-plank

LZS+26

Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners

ACL 2026

#p-hedderich #p-schuetze

ZLA+26

Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors

ACL 2026

#p-hedderich #p-schuetze

LLS+26a

Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering

ICLR 2026

#p-hedderich #p-schuetze #p-seidl

KME+26

Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining

Preprint (Apr. 2026)

#p-hedderich #p-kutyniok #p-plank

DHA+26

Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions

EACL 2026

#p-hedderich #p-schuetze

ZLS+26a

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages

Findings @EACL 2026

#p-hedderich #p-schuetze

HWH+26

ToMigo: Interpretable Design Concept Graphs for Aligning Generative AI With Creative Intent

Preprint (Feb. 2026)

#p-hedderich

OGB+26

From Weights to Activations: Is Steering the Next Frontier of Adaptation?

Preprint (Jan. 2026)

#p-hedderich

SCC+26

Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration

Preprint (Jan. 2026)

#p-hedderich #p-plank

YXH+26

AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-Training for African Languages

Preprint (Jan. 2026)

#p-hedderich

AHI+25

Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead

EMNLP 2025

#p-hedderich

ESG+25

Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling

Findings @EMNLP 2025

#p-hedderich

ZCP+25

MAKIEval: A Multilingual Automatic WiKidata-Based Framework for Cultural Awareness Evaluation for LLMs

Findings @EMNLP 2025

#p-hedderich #p-plank

ZKM+25

Do We Know What LLMs Don't Know? a Study of Consistency in Knowledge Probing

Findings @EMNLP 2025

#p-hedderich #p-schuetze

ELP+25

Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set

ACL 2025

#p-hedderich #p-plank

HWZ+25

What’s the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns

ACL 2025

#p-hedderich #p-plank

SKH+24

Facilitating Asynchronous Idea Generation and Selection With Chatbots

OZCHI 2024

#p-hedderich

MWH+24

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models

Findings @EMNLP 2024

#p-hedderich #p-kreuter #p-plank

ZKL+24

SynthEval: Hybrid Behavioral Testing of NLP Models With Synthetic CheckLists

Findings @EMNLP 2024

#p-hedderich #p-schuetze

CWM+24

Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination

Preprint (Oct. 2024)

#p-hedderich #p-plank

SHR+24

Understanding Human-AI Workflows for Generating Personas

DIS 2024

#p-hedderich