Publications

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller (2023). InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations. EMNLP Findings 2023.

Tatiana Anikina, Natalia Skachkova, Anna Mokhova (2023). Multilingual Coreference Resolution: Adapt and Generate. CRAC 2023.

Hongyang Chang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan (2023). JoinER-BART: Joint Entity and Relation Extraction with Constrained Decoding, Representation Reuse and Fusion. TASLP.

Mohammed Bin Sumait, Aleksandra Gabryszak, Leonhard Hennig, Roland Roller (2023). Factuality Detection using Machine Translation - a Use Case for German Clinical Text. KONVENS 2023.

Tatiana Anikina (2023). Towards Efficient Dialogue Processing in the Emergency Response Domain. ACL SRW 2023.

Vageesh Saxena, Nils Rethmeier, Gijs Van Dijck, Gerasimos Spanakis (2023). VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets. ACL 2023.

Leonhard Hennig, Philippe Thomas, Sebastian Möller (2023). MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset. ACL 2023.

PDF Code Dataset

Yusser Al Ghussin, Jingyi Zhang, Josef van Genabith (2023). Exploring Paracrawl for Document-level Neural Machine Translation. EACL 2023.

Sonal Sannigrahi, Cristina España i Bonet, Josef van Genabith (2023). Are the Best Multilingual Document Embeddings Simply Based on Sentence Embeddings?. EACL 2023 Findings.

Niyati Bafna, Josef van Genabith, Cristina España i Bonet, Zdeněk Žabokrtský (2022). Combining Noisy Semantic Signals with Orthographic Cues: Cognate Induction for the Indic Dialect Continuum. CoNLL 2022.

Yuxuan Chen, David Harbecke, Leonhard Hennig (2022). Multilingual Relation Classification via Efficient and Effective Prompting. EMNLP 2022.

Arne Binder, Bhuvanesh Verma, Leonhard Hennig (2022). Full-Text Argumentation Mining on Scientific Publications. WIESP 2022.

Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm (2022). Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. EMNLP 2022.

Saadullah Amin, Pasquale Minervini, David Chang, Pontus Stenetorp, Günter Neumann (2022). MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction. COLING 2022.

PDF Code Dataset

Tatiana Anikina, Natalia Skachkova, Joseph Renner, Priyansh Trivedi (2022). Anaphora Resolution in Dialogue: System Description (CODI-CRAC 2022 Shared Task). CODI-CRAC 2022.

Dana Ruiter, Thomas Kleinbauer, Cristina España i Bonet, Josef van Genabith, Dietrich Klakow (2022). Exploiting Social Media Content for Self-Supervised Style Transfer. SOCIALNLP 2022.

David Harbecke, Yuxuan Chen, Leonhard Hennig, Christoph Alt (2022). Why only Micro-$F_1$? Class Weighting of Measures for Relation Classification. ACL-NLPPower 2022.

Yuxuan Chen, Jonas Mikkelsen, Arne Binder, Christoph Alt, Leonhard Hennig (2022). A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition. ACL-REPL4NLP 2022.

Ioannis Dikeoulias, Saadullah Amin, Günter Neumann (2022). Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations. ACL-RepL4NLP 2022.

Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Wixted, Alejandro Garcia-Rudolph, Catalina Martinez-Costa, and Guenter Neumann (2022). Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts. ACL-BioNLP 2022.

N. Rethmeier, I. Augenstein (2022). Long-Tail Zero and Few-Shot Learning via Contrastive Pretraining on and for Small Data. AIBSD.

Tatiana Anikina, Cennet Oguz, Natalia Skachkova, Siyu Tao, Sharmila Upadhyaya, Ivana Kruijff-Korbayova (2021). Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task. CODI-CRAC 2021.

Natalia Skachkova, Cennet Oguz, Tatiana Anikina, Siyu Tao, Sharmila Upadhyaya, Ivana Kruijff-Korbayova (2021). Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task. CODI-CRAC 2021.

Jörg Steffen, Josef van Genabith (2021). TransIns: Document Translation with Markup Reinsertion. EMNLP Demos 2021.

Tatiana Anikina, Ivana Kruijff-Korbayova (2021). Annotating events and entities in dialogue. SEMDIAL 2021.

Leonhard Hennig, Phuc Tran Truong, Aleksandra Gabryszak (2021). MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain. KONVENS 2021.

PDF Code Dataset

Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España i Bonet (2021). Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages. MTSummit 2021.

Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong, Meng Zhang (2021). Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation. ACL 2021.

Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong (2021). Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation. ACL 2021.

Jingyi Zhang, Josef van Genabith (2021). A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment. ACL 2021.

Saadullah Amin, Günter Neumann (2021). T2NER: Transformers Based Transfer Learning Framework for Named Entity Recognition. EACL 2021.

Hongfei Xu, Josef van Genabith, Qiuhui Liu, Deyi Xiong (2021). Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers. NAACL 2021.

Stalin Varanasi, Saadullah Amin, Günter Neumann (2021). AutoEQA: Auto-Encoding Questions for Extractive Question Answering. EMNLP 2021.

David I. Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España i Bonet (2021). The Effect of Domain and Diacritics in Yorúbà-English Neural Machine Translation. MT Summit XVIII 2021.

David I. Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España i Bonet (2021). MENYO-20k: A Multi-domain English-Yorùbá Corpus for Machine Translation and Domain Adaptation. AfricaNLP 2021.

N. Rethmeier, I. Augenstein (2021). A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives. arXiv.