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Zahlreiche wissenschaftliche Publikationen unserer Fachrichtung wurden bei Empirical Methods in Natural Language Processing (EMNLP) angenommen.
Herzlichen Glückwunsch an alle Autorinnen und Autoren!
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages. Tatiana Anikina, Jan Cegin, Jakub Simko, Simon Ostermann. Accepted to the 2025 Conference on Empirical Methods in Natural Language Processing (Long Papers)
Reason to Rote: Rethinking Memorization in Reasoning
Yupei Du, Philipp Mondorf, Silvia Casola, Yuekun Yao, Robert Litschko, Barbara Plank
Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions.
Luisa Geiger, Mareike Hartmann, Michael Sullivan, and Alexander Koller.
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback.
Nicola Horst, Davide Mazzaccara, Antonia Schmidt, Michael Sullivan, Filippo Momente, Luca Franceschetti, Philipp Sadler, Sherzod Hakimov, Alberto Testoni, Raffaella Bernardi, Raquel Fernandez, Alexander Koller, Oliver Lemon, David Schlangen, Mario Giulianelli, and Alessandro Suglia.
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks
Yunuo Liu, Dawei Zhu, Zena Al Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
Jesujoba Oluwadara Alabi, Michael A. Hedderich, David Ifeoluwa Adelani, Dietrich Klakow
AFRIDOC-MT: Document-level MT Corpus for African Languages
Jesujoba Oluwadara Alabi, Israel Abebe Azime, Miaoran Zhang, Cristina España-Bonet, Rachel Bawden, Dawei Zhu, David Ifeoluwa Adelani, Clement Oyeleke Odoje, Idris Akinade, Iffat Maab, Davis David, Shamsuddeen Hassan Muhammad, Neo Putini, David O. Ademuyiwa, Andrew Caines, Dietrich Klakow
Procedural Environment Generation for Tool-Use Agents.
Michael Sullivan, Mareike Hartmann, and Alexander Koller.
Large Language Models for Multilingual Previously Fact-Checked Claim Detection.
Ivan Vykopal, Matúš Pikuliak, Simon Ostermann, Tatiana Anikina, Michal Gregor, Marian Simko. Accepted to Findings of the Association for Computational Linguistics: EMNLP 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems. Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Fedor Splitt, Jiaao Li, Yoana Tsoneva, Sebastian Möller, Vera Schmitt. Accepted to Findings of the Association for Computational Linguistics: EMNLP 2025
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning
Justin Xu, Yiming Li, Zizheng Zhang, Augustine Yui Hei Luk, Mayank Jobanputra, Samarth Oza, David W Eyre
Accepted to the 2025 Conference on Empirical Methods in Natural Language Processing
Language Models Can Learn Implicit Multi-Hop Reasoning, but Only if They Have Lots of Training Data.
Yuekun Yao, Yupei Du, Dawei Zhu, Michael Hahn, and Alexander Koller.
EMNLP Findings
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
Israel Abebe Azime, Deborah D. Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek
A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems
Alex Duchnowski, Ellie Pavlick, and Alexander Koller.
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests.
Filippo Momentè, Alessandro Suglia, Mario Giulianelli, Ambra Ferrari, Alexander Koller, Oliver Lemon, David Schlangen, Raquel Fernández, and Raffaella Bernardi.