Natural Language Understanding for non-standard languages and dialects

Informations projet

DIALECT

N° de convention de subvention: 101043235

DOI

10.3030/101043235

Date de signature de la CE 7 Juillet 2022

Date de début 1 Octobre 2022

Date de fin 30 Septembre 2027

Financé au titre de

• European Research Council (ERC)

Coût total

€ 1 997 815,00

Contribution de l’UE

€ 1 997 815,00

Coordonné par

LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN
Germany

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Data Management Plan (1)

Data Management Plan

Publications

Conference proceedings (52)

IndirectQA: Understanding Indirect Answers to Implicit Polar Questions in French and Spanish

Auteurs: Christin Müller, Barbara Plank
Publié dans: 2024
Éditeur: ELRA and ICCL

Findings of the VarDial Evaluation Campaign 2023

Auteurs: Aepli, Noëmi; Cöltekin, Çağrı; Van Der Goot, Rob; Jauhiainen, Tommi; Kazzaz, Mourhaf; Ljube\vić, Nikola; North, Kai; Plank, Barbara; Scherrer, Yves; Zampieri, Marcos
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.5167/uzh-233792

MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness

Auteurs: Shijia Zhou, Huangyan Shan, Barbara Plank, Robert Litschko
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.semeval-1.259

“My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models

Auteurs: Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-acl.441

MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank

Auteurs: Verena Blaschke, Barbara Kovačić, Siyao Peng, Hinrich Schütze, Barbara Plank
Publié dans: 2024
Éditeur: ELRA and ICCL

Stop Measuring Calibration When Humans Disagree

Auteurs: Baan, J.; Aziz, W.; Plank, B.; Fernández, R.
Publié dans: 2022
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2210.16133

The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

Auteurs: Barbara Plank
Publié dans: 2022
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2022.EMNLP-MAIN.731

SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)

Auteurs: Leonardelli, Elisa; Uma, Alexandra; Abercrombie, Gavin; Almanea, Dina; Basile, Valerio; Fornaciari, Tommaso; Plank, Barbara; Rieser, Verena; Poesio, Massimo
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2023.semeval-1.314

Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties

Auteurs: Artemova, Ekaterina; Blaschke, Verena; Plank, Barbara
Publié dans: 2024
Éditeur: Association for Computational Linguistics

Evidence \textgreater Intuition: Transferability Estimation for Encoder Selection

Auteurs: Elisa Bassignana, Max Müller-Eberstein, Mike Zhang, Barbara Plank
Publié dans: 2022
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2022.emnlp-main.283

Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets?

Auteurs: Weber-Genzel, Leon; Litschko, Robert; Artemova, Ekaterina; Plank, Barbara
Publié dans: 2024
Éditeur: Association for Computational Linguistics

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

Auteurs: Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.513

Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets

Auteurs: Leon Weber, Robert Litschko, Ekaterina Artemova, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics

Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models – A Survey

Auteurs: Mondorf, Philipp; Plank, Barbara
Publié dans: 2024
Éditeur: Conference on Language Modeling

Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data

Auteurs: Litschko, Robert; Artemova, Ekaterina; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.05295

Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages

Auteurs: Blaschke, Verena; Schütze, Hinrich; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2304.10158

What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects

Auteurs: Blaschke, Verena; Purschke, Christoph; Schütze, Hinrich; Plank, Barbara
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2402.11968

Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings

Auteurs: Elena Senger, Mike Zhang, Rob van der Goot, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics

How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives

Auteurs: Wang, Xinpeng; Weissweiler, Leonie; Schütze, Hinrich; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.15032

ActiveAED: A Human in the Loop Improves Annotation Error Detection

Auteurs: Weber, Leon; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.20045

What’s wrong with your model? A Quantitative Analysis of Relation Classification

Auteurs: Elisa Bassignana, Rob van der Goot, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.starsem-1.20

“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?

Auteurs: Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.842

Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification

Auteurs: Shanshan Xu, Santosh T.y.s.s, Oana Ichim, Barbara Plank, Matthias Grabmair
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.13

A Survey of Corpora for Germanic Low-Resource Languages and Dialects

Auteurs: Blaschke, Verena; Schütze, Hinrich; Plank, Barbara
Publié dans: 2023
Éditeur: University of Tartu Library

Silver Syntax Pre-training for Cross-Domain Relation Extraction

Auteurs: Bassignana, Elisa; Ginter, FIlip; Pyysalo, Sampo; van der Goot, Rob; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.11016

Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants

Auteurs: Miriam Winkler, Virginija Juozapaityte, Rob van der Goot, Barbara Plank
Publié dans: 2024
Éditeur: ELRA and ICCL

EEVEE: An Easy Annotation Tool for Natural Language Processing

Auteurs: Sorensen, Axel; Peng, Siyao; Plank, Barbara; van der Goot, Rob
Publié dans: 2024
Éditeur: Association for Computational Linguistics

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

Auteurs: Philipp Mondorf, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.508

Experimental Standards for Deep Learning in Natural Language Processing Research

Auteurs: Ulmer, Dennis; Bassignana, Elisa; Müller-Eberstein, Max; Varab, Daniel; Zhang, Mike; van der Goot, Rob; Hardmeier, Christian; Plank, Barbara
Publié dans: 2022
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2204.06251

What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability

Auteurs: Giulianelli, Mario; Baan, Joris; Aziz, Wilker; Fernández, Raquel; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.887

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models

Auteurs: Philipp Mondorf, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.emnlp-main.404

ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation

Auteurs: Wang, Xinpeng; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2310.14979

Low-resource Bilingual Dialect Lexicon Induction with Large Language Models

Auteurs: Artemova, Ekaterina; Plank, Barbara
Publié dans: 2023
Éditeur: University of Tartu Library

To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity

Auteurs: Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.1003

NNOSE: Nearest Neighbor Occupational Skill Extraction

Auteurs: Zhang, Mike; van der Goot, Rob; Kan, Min Yen; Plank, Barbara
Publié dans: Zhang , M , van der Goot , R , Kan , M Y & Plank , B 2024 , NNOSE : Nearest Neighbor Occupational Skill Extraction . in Y Graham , M Purver & M Purver (eds) , EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference . Association for Computational Linguistics, ACL Anthology , EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference , vol. 1 , pp. 589-608 , 18th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2024 , St. Julian�s , Malta , 17/03/2024 ., 2024
Éditeur: Association for Computational Linguistics

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training

Auteurs: Müller-Eberstein, Max; van der Goot, Rob; Plank, Barbara; Titov, Ivan
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2310.16484

VariErr NLI: Separating Annotation Error from Human Label Variation

Auteurs: Leon Weber-Genzel, Siyao Peng, Marie-Catherine De Marneffe, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.123

ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

Auteurs: Zhang, Mike; van der Goot, Rob; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.12092

JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching

Auteurs: Magron, Antoine; Dai, Anna; Zhang, Mike; Montariol, Syrielle; Bosselut, Antoine
Publié dans: Magron , A , Dai , A , Zhang , M , Montariol , S & Bosselut , A 2024 , JOBSKAPE : A Framework for Generating Synthetic Job Postings to Enhance Skill Matching . in E Hruschka , T Lake , N Otani & T Mitchell (eds) , NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop . Association for Computational Linguistics, ACL Anthology , NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop , pp. 43-58 , 1st Workshop on Natural Language Processing for Human Resources, NLP4HR 2024 , St. Julian's , Malta , 22/03/2024 ., 2024
Éditeur: Association for Computational Linguistics

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation

Auteurs: Litschko, Robert; Müller-Eberstein, Max; van der Goot, Rob; Weber-Genzel, Leon; Plank, Barbara
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2310.05442

From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification

Auteurs: Xu, Shanshan; T.y.s.s, Santosh; Ichim, Oana; Risini, Isabella; Plank, Barbara; Grabmaier, Matthias
Publié dans: 2023
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2310.11878

Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?

Auteurs: Joris Baan, Raquel Fernández, Barbara Plank, Wilker Aziz
Publié dans: 2024
Éditeur: Association for Computational Linguistics

How to Encode Domain Information in Relation Classification

Auteurs: Elisa Bassignana, Viggo Unmack Gascou, Frida Nøhr Laustsen, Gustav Kristensen, Marie Haahr Petersen, Rob van der Goot, Barbara Plank
Publié dans: 2024
Éditeur: ELRA and ICCL

Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data

Auteurs: Siyao Peng, Zihang Sun, Huangyan Shan, Marie Kolm, Verena Blaschke, Ekaterina Artemova, Barbara Plank
Publié dans: 2024
Éditeur: ELRA and ICCL

Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations

Auteurs: Peng, Siyao; Sun, Zihang; Loftus, Sebastian; Plank, Barbara
Publié dans: 2024
Éditeur: Association for Computational Linguistics

CrossRE: A Cross-Domain Dataset for Relation Extraction

Auteurs: Bassignana, Elisa; Plank, Barbara
Publié dans: 2022
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2210.09345

Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think

Auteurs: Wang, Xinpeng; Hu, Chengzhi; Ma, Bolei; Röttger, Paul; Plank, Barbara
Publié dans: 2024
Éditeur: Conference on Language Modeling

Entity Linking in the Job Market Domain

Auteurs: Zhang, Mike; van der Goot, Rob; Plank, Barbara
Publié dans: 2024
Éditeur: Association for Computational Linguistics

Rethinking Skill Extraction in the Job Market Domain using Large Language Models

Auteurs: Nguyen, Khanh Cao; Zhang, Mike; Montariol, Syrielle; Bosselut, Antoine
Publié dans: Nguyen , K C , Zhang , M , Montariol , S & Bosselut , A 2024 , Rethinking Skill Extraction in the Job Market Domain using Large Language Models . in E Hruschka , T Lake , N Otani & T Mitchell (eds) , NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop . Association for Computational Linguistics, ACL Anthology , NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop , pp. 27-42 , 1st Workshop on Natural Language Processing for Human Resources, NLP4HR 2024 , St. Julian's , Malta , 22/03/2024 ., 2024
Éditeur: Association for Computational Linguistics

Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction

Auteurs: Bassignana, Elisa; Ginter, Filip; Pyysalo, Sampo; van der Goot, Rob; Plank, Barbara
Publié dans: 2023
Éditeur: University of Tartu Library

More Labels or Cases? Assessing Label Variation in Natural Language Inference

Auteurs: Cornelia Gruber, Katharina Hechinger, Matthias Assenmacher, Göran Kauermann, Barbara Plank
Publié dans: 2024
Éditeur: Association for Computational Linguistics

Spectral Probing

Auteurs: Müller-Eberstein, Max; van der Goot, Rob; Plank, Barbara
Publié dans: Müller-Eberstein , M , van der Goot , R & Plank , B 2022 , Spectral Probing . in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics , Abu Dhabi, United Arab Emirates , pp. 7730-7741 ., 2022
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2210.11860