Barbara Plank
Orcid: 0000-0002-4394-1965Affiliations:
- LMU Munich, Germany
- IT University of Copenhagen, Denmark
According to our database1,
Barbara Plank
authored at least 186 papers
between 2006 and 2024.
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Bibliography
2024
Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination.
CoRR, 2024
CoRR, 2024
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation.
CoRR, 2024
Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies between Model Predictions and Human Responses in VQA.
CoRR, 2024
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models.
CoRR, 2024
CoRR, 2024
CoRR, 2024
An Empirical Comparison of Generative Approaches for Product Attribute-Value Identification.
CoRR, 2024
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.
CoRR, 2024
CoRR, 2024
Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think.
CoRR, 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models - A Survey.
CoRR, 2024
The Science of Data Collection: Insights from Surveys can Improve Machine Learning Models.
CoRR, 2024
What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects.
CoRR, 2024
Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings.
CoRR, 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations.
CoRR, 2024
Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
IndirectQA: Understanding Indirect Answers to Implicit Polar Questions in French and Spanish.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
CoRR, 2023
LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation.
CoRR, 2023
Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets?
CoRR, 2023
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages.
Proceedings of the Tenth Workshop on NLP for Similar Languages, Varieties and Dialects, 2023
Proceedings of the Tenth Workshop on NLP for Similar Languages, Varieties and Dialects, 2023
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023
Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023
Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning.
J. Artif. Intell. Res., 2022
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective.
CoRR, 2022
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering?
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
The "Problem" of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 26th Conference on Computational Natural Language Learning, 2022
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper.
Proceedings of the IEEE Evaluation and Beyond, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022
2021
On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions.
CoRR, 2021
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021
Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
CoRR, 2020
Team DiSaster at SemEval-2020 Task 11: Combining BERT and Hand-crafted Features for Identifying Propaganda Techniques in News.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets.
Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020
2019
Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 2019
Proceedings of the 4th Workshop on Representation Learning for NLP, 2019
Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish.
Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019
Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging.
CoRR, 2018
When Simple n-gram Models Outperform Syntactic Approaches: Discriminating between Dutch and Flemish.
Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Grotoco@SLAM: Second Language Acquisition Modeling with Simple Features, Learners and Task-wise Models.
Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Second Workshop on Computational Modeling of People's Opinions, 2018
Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP, 2018
2017
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages.
Proceedings of the Fourth Workshop on NLP for Similar Languages, 2017
All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017
To normalize, or not to normalize: The impact of normalization on Part-of-Speech tagging.
Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017
2016
TwiSty: a multilingual Twitter Stylometry corpus for gender and personality profiling.
Dataset, March, 2016
Trans. Assoc. Comput. Linguistics, 2016
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures.
J. Artif. Intell. Res., 2016
CoRR, 2016
TwiSty: A Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 13th Conference on Natural Language Processing, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the COLING 2016, 2016
When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016
Proceedings of the 2nd Workshop on Noisy User-generated Text, 2016
Proceedings of the 10th Linguistic Annotation Workshop held in conjunction with ACL 2016, 2016
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
Proceedings of the 20th Nordic Conference of Computational Linguistics, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015
Proceedings of The 9th Linguistic Annotation Workshop, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Importance weighting and unsupervised domain adaptation of POS taggers: a negative result.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014
Proceedings of the COLING 2014, 2014
Proceedings of the COLING 2014, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012
2011
Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011
2010
Improved Statistical Measures to Assess Natural Language Parser Performance across Domains.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
2009
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Exploring an Auxiliary Distribution Based Approach to Domain Adaptation of a Syntactic Disambiguation Model.
Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation@COLING 2008, 2008
2006
Multilingual Search in Libraries. The case-study of the Free University of Bozen-Bolzano.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006