Publications

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Saadullah Amin; Pasquale Minervini; David Chang; Pontus Stenetorp; Günter Neumann
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction
In: Proceedings of the 29th International Conference on Computational Linguistics. International Conference on Computational Linguistics (COLING-2022), located at 29th International Conference on Computational Linguistics, October 12-17, Gyeongju, Korea, Republic of, International Committee on Computational Linguistics (ICCL), 10/2022.
Saadullah Amin; Noon Pokaratsiri Goldstein; Morgan Kelly Wixted; Alejandro García-Rudolph; Catalina Martínez-Costa; Günter Neumann
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
In: Proceedings of the 21st Workshop on Biomedical Language Processing. Annual Meeting of the Association for Computational Linguistics (ACL-2022), located at ACL, May 22-27, Dublin, Ireland, Pages 200-211, Association for Computational Linguistics (ACL), 5/2022.
Ioannis Dikeoulias; Saadullah Amin; Günter Neumann
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations
In: Proceedings of the 7th Workshop on Representation Learning for NLP. Annual Meeting of the Association for Computational Linguistics (ACL-2022), located at ACL, May 22-27, Dublin, Ireland, Pages 111-120, Association for Computational Linguistics (ACL), 5/2022.
Saadullah Amin; Günter Neumann
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition
In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2021), System Demonstrations, April 19-23, Kyiv/Virtual, Ukraine, Pages 212-220, Association for Computational Linguistics (ACL), 4/2021.
Eleni Metheniti; Günter Neumann
Wikinflection Corpus: A (Better) Multilingual, Morpheme-Annotated Inflectional Corpus
In: LREC. International Conference on Language Resources and Evaluation (LREC-2020), May 1-4, LREC, 5/2020.
Anna Vechkaeva; Günter Neumann
Latent Feature Generation with Adversarial Learning for Aphasia Classification
In: Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments. Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments (RaPID-2020), located at LREC, May 11-16, ISBN 979-10-95546-45-0, LREC, 2020.
Katherine Dunfield; Günter Neumann
Automatic Quantitative Prediction of Severity in Fluent Aphasia Using Sentence Representation Similarity
In: Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments. Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments (RaPID-2020), located at LREC, May 11-16, ISBN 979-10-95546-45-0, LREC, 2020.
Saadullah Amin; Katherine Dunfield; Anna Vechkaeva; Günter Neumann
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
In: BioNLP 2020 Workshop on Biomedical Natural Language Processing. Workshop on Current Trends in Biomedical Natural Language Processing (BioNLP-2020), located at The 58th Annual Meeting of the Association for Computational Linguistics, July 9, ACL, 2020.
Saadullah Amin; Stalin Varanasi; Katherine Dunfield; Günter Neumann
LowFER: Low-rank Bilinear Pooling for Link Prediction
In: Proceedings of the 37th International Conference on Machine Learning, Online, PMLR 119, 2020. International Conference on Machine Learning (ICML-2020), located at 37th International Conference on Machine Learning, July 12-18, Online, PMLR, 2020.
Dominik Stammbach; Günter Neumann
Team DOMLIN: Exploiting Evidence Enhancement for the FEVER Shared Task
In: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER). Workshop on Fact Extraction and Verification (FEVER-2019), located at EMNLP-IJCNLP 2019, November 3, Hong Kong, China, Pages 105-109, Association for Computational Linguistics, 11/2019.