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ORCIDIryna Gurevych
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- affiliation: Darmstadt University of Technology, Ubiquitous Knowledge Processing Lab, Germany
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2020 – today
- 2022
[j34]Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych:
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. Trans. Assoc. Comput. Linguistics 10: 503-521 (2022)- [c300]Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Gregor Geigle, Max Eichler, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych:
UKP-SQUARE: An Online Platform for Question Answering Research. ACL (demo) 2022: 9-22 - [c299]Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych:
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters. ACL (demo) 2022: 61-75 - [c298]Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych:
xGQA: Cross-Lingual Visual Question Answering. ACL (Findings) 2022: 2497-2511 - [c297]Andreas Waldis, Tilman Beck, Iryna Gurevych:
Composing Structure-Aware Batches for Pairwise Sentence Classification. ACL (Findings) 2022: 3031-3045 - [c296]Kevin Stowe, Prasetya Utama, Iryna Gurevych:
IMPLI: Investigating NLI Models' Performance on Figurative Language. ACL (1) 2022: 5375-5388 - [i131]Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser:
Addressing the Challenges of Cross-Lingual Hate Speech Detection. CoRR abs/2201.05922 (2022) - [i130]Nils Dycke, Ilia Kuznetsov, Iryna Gurevych:
Yes-Yes-Yes: Donation-based Peer Reviewing Data Collection for ACL Rolling Review and Beyond. CoRR abs/2201.11443 (2022) - [i129]Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych:
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers. CoRR abs/2202.06690 (2022) - [i128]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i127]Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Max Eichler, Gregor Geigle, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych:
UKP-SQUARE: An Online Platform for Question Answering Research. CoRR abs/2203.13693 (2022) - [i126]Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal:
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations. CoRR abs/2204.06508 (2022) - [i125]Ilia Kuznetsov, Jan Buchmann, Max Eichler, Iryna Gurevych:
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review. CoRR abs/2204.10805 (2022) - [i124]Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych:
Adaptable Adapters. CoRR abs/2205.01549 (2022) - [i123]Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych:
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. CoRR abs/2205.06009 (2022) - [i122]Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych:
Improving the Numerical Reasoning Skills of Pretrained Language Models. CoRR abs/2205.06733 (2022) - [i121]Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
On the Effect of Sample and Topic Sizes for Argument Mining Datasets. CoRR abs/2205.11472 (2022) - [i120]Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych:
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future. CoRR abs/2206.02280 (2022) - 2021
- [j33]Michael Bugert, Nils Reimers, Iryna Gurevych:
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora. Comput. Linguistics 47(3): 575-614 (2021) - [j32]Benjamin Schiller
, Johannes Daxenberger, Iryna Gurevych:
Stance Detection Benchmark: How Robust is Your Stance Detection? Künstliche Intell. 35(3): 329-341 (2021) - [c295]Tilman Beck, Ji-Ung Lee, Christina Viehmann, Marcus Maurer, Oliver Quiring, Iryna Gurevych:
Investigating label suggestions for opinion mining in German Covid-19 social media. ACL/IJCNLP (1) 2021: 1-13 - [c294]Nils Reimers, Iryna Gurevych:
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes. ACL/IJCNLP (2) 2021: 605-611 - [c293]Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych:
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. ACL/IJCNLP (1) 2021: 3118-3135 - [c292]Mingzhu Wu, Nafise Sadat Moosavi, Dan Roth, Iryna Gurevych:
Coreference Reasoning in Machine Reading Comprehension. ACL/IJCNLP (1) 2021: 5768-5781 - [c291]Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych:
Metaphor Generation with Conceptual Mappings. ACL/IJCNLP (1) 2021: 6724-6736 - [c290]Michael Bugert, Iryna Gurevych:
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News. AKBC 2021 - [c289]Kevin Stowe, Nils Beck, Iryna Gurevych:
Exploring Metaphoric Paraphrase Generation. CoNLL 2021: 323-336 - [c288]Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth:
TxT: Crossmodal End-to-End Learning with Transformers. GCPR 2021: 405-420 - [c287]Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych:
AdapterFusion: Non-Destructive Task Composition for Transfer Learning. EACL 2021: 487-503 - [c286]Mohsen Mesgar, Edwin Simpson, Iryna Gurevych:
Improving Factual Consistency Between a Response and Persona Facts. EACL 2021: 549-562 - [c285]Michael Bugert, Iryna Gurevych:
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News. EMNLP (1) 2021: 471-491 - [c284]Kexin Wang, Nils Reimers, Iryna Gurevych:
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning. EMNLP (Findings) 2021: 671-688 - [c283]Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych:
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. EMNLP (1) 2021: 742-750 - [c282]Mohsen Mesgar, Leonardo F. R. Ribeiro, Iryna Gurevych:
A Neural Graph-based Local Coherence Model. EMNLP (Findings) 2021: 2316-2321 - [c281]Leonardo F. R. Ribeiro, Yue Zhang, Iryna Gurevych:
Structural Adapters in Pretrained Language Models for AMR-to-Text Generation. EMNLP (1) 2021: 4269-4282 - [c280]Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych:
AdapterDrop: On the Efficiency of Adapters in Transformers. EMNLP (1) 2021: 7930-7946 - [c279]Prasetya Ajie Utama, Nafise Sadat Moosavi, Victor Sanh, Iryna Gurevych:
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning. EMNLP (1) 2021: 9063-9074 - [c278]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. EMNLP (1) 2021: 10186-10203 - [c277]Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych:
What to Pre-Train on? Efficient Intermediate Task Selection. EMNLP (1) 2021: 10585-10605 - [c276]Weichen Li, Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer:
Topic-Guided Knowledge Graph Construction for Argument Mining. ICBK 2021: 315-322 - [c275]Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych:
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks. NAACL-HLT 2021: 296-310 - [c274]Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
Aspect-Controlled Neural Argument Generation. NAACL-HLT 2021: 380-396 - [c273]Nafise Sadat Moosavi, Andreas Rücklé, Dan Roth, Iryna Gurevych:
SciGen: a Dataset for Reasoning-Aware Text Generation from Scientific Tables. NeurIPS Datasets and Benchmarks 2021 - [c272]Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych:
BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models. NeurIPS Datasets and Benchmarks 2021 - [e11]Nafise Sadat Moosavi, Iryna Gurevych, Angela Fan, Thomas Wolf, Yufang Hou, Ana Marasovic, Sujith Ravi:
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021. Association for Computational Linguistics 2021, ISBN 978-1-955917-01-8 [contents] - [i119]Yevgeniy Puzikov, Simoes Stanley, Iryna Gurevych, Immanuel Schweizer:
Empirical Evaluation of Supervision Signals for Style Transfer Models. CoRR abs/2101.06172 (2021) - [i118]Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer:
Focusing Knowledge-based Graph Argument Mining via Topic Modeling. CoRR abs/2102.02086 (2021) - [i117]Leonardo F. R. Ribeiro, Yue Zhang, Iryna Gurevych:
Structural Adapters in Pretrained Language Models for AMR-to-text Generation. CoRR abs/2103.09120 (2021) - [i116]Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych:
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. CoRR abs/2103.11920 (2021) - [i115]James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych:
Evidence-based Verification for Real World Information Needs. CoRR abs/2104.00640 (2021) - [i114]Kexin Wang, Nils Reimers, Iryna Gurevych:
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning. CoRR abs/2104.06979 (2021) - [i113]Gregor Geigle, Nils Reimers, Andreas Rücklé, Iryna Gurevych:
TWEAC: Transformer with Extendable QA Agent Classifiers. CoRR abs/2104.07081 (2021) - [i112]Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych:
What to Pre-Train on? Efficient Intermediate Task Selection. CoRR abs/2104.08247 (2021) - [i111]Nafise Sadat Moosavi, Andreas Rücklé, Dan Roth, Iryna Gurevych:
Learning to Reason for Text Generation from Scientific Tables. CoRR abs/2104.08296 (2021) - [i110]Kevin Stowe, Iryna Gurevych:
Combating Temporal Drift in Crisis with Adapted Embeddings. CoRR abs/2104.08535 (2021) - [i109]Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych:
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models. CoRR abs/2104.08663 (2021) - [i108]Tilman Beck, Ji-Ung Lee, Christina Viehmann, Marcus Maurer, Oliver Quiring, Iryna Gurevych:
Investigating label suggestions for opinion mining in German Covid-19 social media. CoRR abs/2105.12980 (2021) - [i107]Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych:
Metaphor Generation with Conceptual Mappings. CoRR abs/2106.01228 (2021) - [i106]Ji-Ung Lee, Jan-Christoph Klie, Iryna Gurevych:
Annotation Curricula to Implicitly Train Non-Expert Annotators. CoRR abs/2106.02382 (2021) - [i105]Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas:
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. CoRR abs/2107.00281 (2021) - [i104]Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych:
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters. CoRR abs/2108.08103 (2021) - [i103]Nils Dycke, Edwin Simpson, Ilia Kuznetsov, Iryna Gurevych:
Ranking Scientific Papers Using Preference Learning. CoRR abs/2109.01190 (2021) - [i102]Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych:
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. CoRR abs/2109.03808 (2021) - [i101]Prasetya Ajie Utama, Nafise Sadat Moosavi, Victor Sanh, Iryna Gurevych:
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning. CoRR abs/2109.04144 (2021) - [i100]Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth:
TxT: Crossmodal End-to-End Learning with Transformers. CoRR abs/2109.04422 (2021) - [i99]Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych:
xGQA: Cross-Lingual Visual Question Answering. CoRR abs/2109.06082 (2021) - [i98]Iryna Gurevych, Michael Kohler, Gözde Gül Sahin:
On the rate of convergence of a classifier based on a Transformer encoder. CoRR abs/2111.14574 (2021) - [i97]Haritz Puerto, Gözde Gül Sahin, Iryna Gurevych:
MetaQA: Combining Expert Agents for Multi-Skill Question Answering. CoRR abs/2112.01922 (2021) - [i96]Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych:
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. CoRR abs/2112.07577 (2021) - 2020
- [j31]Gözde Gül Sahin, Clara Vania, Ilia Kuznetsov, Iryna Gurevych:
LINSPECTOR: Multilingual Probing Tasks for Word Representations. Comput. Linguistics 46(2): 335-385 (2020) - [j30]Johannes Daxenberger, Benjamin Schiller, Chris Stahlhut, Erik Kaiser, Iryna Gurevych:
ArgumenText: Argument Classification and Clustering in a Generalized Search Scenario. Datenbank-Spektrum 20(2): 115-121 (2020) - [j29]Yang Gao, Christian M. Meyer, Iryna Gurevych:
Preference-based interactive multi-document summarisation. Inf. Retr. J. 23(6): 555-585 (2020) - [j28]Edwin Simpson, Iryna Gurevych:
Scalable Bayesian preference learning for crowds. Mach. Learn. 109(4): 689-718 (2020) - [j27]Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych:
Predicting the humorousness of tweets using gaussian process preference learning. Proces. del Leng. Natural 64: 37-44 (2020) - [j26]Leonardo F. R. Ribeiro, Yue Zhang, Claire Gardent, Iryna Gurevych:
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs. Trans. Assoc. Comput. Linguistics 8: 589-604 (2020) - [j25]Edwin Simpson, Yang Gao, Iryna Gurevych:
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation. Trans. Assoc. Comput. Linguistics 8: 759-775 (2020) - [c271]Gözde Gül Sahin, Iryna Gurevych:
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology. AAAI 2020: 7814-7821 - [c270]Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych:
Low Resource Sequence Tagging with Weak Labels. AAAI 2020: 8862-8869 - [c269]Dietrich Trautmann, Johannes Daxenberger, Christian Stab, Hinrich Schütze, Iryna Gurevych:
Fine-Grained Argument Unit Recognition and Classification. AAAI 2020: 9048-9056 - [c268]Gözde Gül Sahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych:
PuzzLing Machines: A Challenge on Learning From Small Data. ACL 2020: 1241-1254 - [c267]Mohsen Mesgar, Sebastian Bücker, Iryna Gurevych:
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels. ACL 2020: 1439-1450 - [c266]Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych:
Empowering Active Learning to Jointly Optimize System and User Demands. ACL 2020: 4233-4247 - [c265]Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych:
From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains. ACL 2020: 6982-6993 - [c264]Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych:
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance. ACL 2020: 8717-8729 - [c263]Steffen Eger, Johannes Daxenberger, Iryna Gurevych:
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation. CoNLL 2020: 108-118 - [c262]Michael Bugert, Nils Reimers, Shany Barhom, Ido Dagan, Iryna Gurevych:
Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution. Text2Story@ECIR 2020: 23-29 - [c261]Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych:
AdapterHub: A Framework for Adapting Transformers. EMNLP (Demos) 2020: 46-54 - [c260]Ilia Kuznetsov, Iryna Gurevych:
A matter of framing: The impact of linguistic formalism on probing results. EMNLP (1) 2020: 171-182 - [c259]Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych:
Improving QA Generalization by Concurrent Modeling of Multiple Biases. EMNLP (Findings) 2020: 839-853 - [c258]Max Glockner, Ivan Habernal, Iryna Gurevych:
Why do you think that? Exploring faithful sentence-level rationales without supervision. EMNLP (Findings) 2020: 1080-1095 - [c257]Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych:
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. EMNLP (1) 2020: 2471-2486 - [c256]Nils Reimers, Iryna Gurevych:
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. EMNLP (1) 2020: 4512-4525 - [c255]Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych:
Towards Debiasing NLU Models from Unknown Biases. EMNLP (1) 2020: 7597-7610 - [c254]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. EMNLP (1) 2020: 7654-7673 - [c253]Shweta Mahajan, Iryna Gurevych, Stefan Roth:
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings. ICLR 2020 - [c252]Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, David Williamson Shaffer, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer:
Pre-Service Teachers' Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities? ICLS 2020 - [c251]Pedro Bispo Santos, Caroline Verena Bhowmik, Iryna Gurevych:
Avoiding Bias in Students' Intrinsic Motivation Detection. ITS 2020: 89-94 - [e10]Iryna Gurevych, Marianna Apidianaki, Manaal Faruqui:
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, *SEM@COLING 2020, Barcelona, Spain (Online), December 12-13, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-32-3 [contents] - [i95]Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
Stance Detection Benchmark: How Robust Is Your Stance Detection? CoRR abs/2001.01565 (2020) - [i94]Leonardo F. R. Ribeiro, Yue Zhang, Claire Gardent, Iryna Gurevych:
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs. CoRR abs/2001.11003 (2020) - [i93]Shweta Mahajan, Iryna Gurevych, Stefan Roth:
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings. CoRR abs/2002.06661 (2020) - [i92]Kevin Stowe, Leonardo F. R. Ribeiro, Iryna Gurevych:
Metaphoric Paraphrase Generation. CoRR abs/2002.12854 (2020) - [i91]Bernd Skiera, Lukas Jürgensmeier, Kevin Stowe, Iryna Gurevych:
How to Best Predict the Daily Number of New Infections of Covid-19. CoRR abs/2004.03937 (2020) - [i90]Nils Reimers, Iryna Gurevych:
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. CoRR abs/2004.09813 (2020) - [i89]Gözde Gül Sahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych:
PuzzLing Machines: A Challenge on Learning From Small Data. CoRR abs/2004.13161 (2020) - [i88]Ilia Kuznetsov, Iryna Gurevych:
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results. CoRR abs/2004.14999 (2020) - [i87]Mohsen Mesgar, Edwin Simpson, Yue Wang, Iryna Gurevych:
Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning. CoRR abs/2005.00036 (2020) - [i86]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer. CoRR abs/2005.00052 (2020) - [i85]Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
Aspect-Controlled Neural Argument Generation. CoRR abs/2005.00084 (2020) - [i84]Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych:
AdapterFusion: Non-Destructive Task Composition for Transfer Learning. CoRR abs/2005.00247 (2020) - [i83]Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych:
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields. CoRR abs/2005.00250 (2020) - [i82]Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych:
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance. CoRR abs/2005.00315 (2020) - [i81]Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych:
Empowering Active Learning to Jointly Optimize System and User Demands. CoRR abs/2005.04470 (2020) - [i80]Anne Lauscher, Olga Majewska, Leonardo F. R. Ribeiro, Iryna Gurevych, Nikolai Rozanov, Goran Glavas:
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers. CoRR abs/2005.11787 (2020) - [i79]Steffen Eger, Johannes Daxenberger, Iryna Gurevych:
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation. CoRR abs/2006.09109 (2020) - [i78]Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze:
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs. CoRR abs/2006.09242 (2020) - [i77]Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych:
AdapterHub: A Framework for Adapting Transformers. CoRR abs/2007.07779 (2020) - [i76]Leonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, Iryna Gurevych:
Investigating Pretrained Language Models for Graph-to-Text Generation. CoRR abs/2007.08426 (2020) - [i75]Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych:
OFAI-UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning. CoRR abs/2008.00853 (2020) - [i74]Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych:
Towards Debiasing NLU Models from Unknown Biases. CoRR abs/2009.12303 (2020) - [i73]Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych:
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. CoRR abs/2010.00980 (2020) - [i72]Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych: