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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
- 2023
[j40]Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych:
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future. Comput. Linguistics 49(1): 157-198 (2023)- [c319]Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych:
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification. EACL 2023: 1838-1849 - [c318]Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych:
Transformers with Learnable Activation Functions. EACL (Findings) 2023: 2337-2353 - [c317]Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan:
Opportunities and Challenges in Neural Dialog Tutoring. EACL 2023: 2349-2364 - [c316]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) 2023: 2408-2423 - [c315]Haritz Puerto, Gözde Gül Sahin, Iryna Gurevych:
MetaQA: Combining Expert Agents for Multi-Skill Question Answering. EACL 2023: 3548-3562 - [c314]Jan-Christoph Klie, Ji-Ung Lee, Kevin Stowe, Gözde Gül Sahin, Nafise Sadat Moosavi, Luke Bates, Dominic Petrak, Richard Eckart de Castilho, Iryna Gurevych:
Lessons Learned from a Citizen Science Project for Natural Language Processing. EACL 2023: 3576-3590 - [i165]Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych:
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR abs/2301.05487 (2023) - [i164]Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan:
Opportunities and Challenges in Neural Dialog Tutoring. CoRR abs/2301.09919 (2023) - [i163]Luke Bates, Iryna Gurevych:
Like a Good Nearest Neighbor: Practical Content Moderation with Sentence Transformers. CoRR abs/2302.08957 (2023) - [i162]Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych:
CARE: Collaborative AI-Assisted Reading Environment. CoRR abs/2302.12611 (2023) - [i161]Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti:
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. CoRR abs/2303.17574 (2023) - [i160]Haritz Puerto, Tim Baumgärtner, Rachneet Sachdeva, Haishuo Fang, Hao Zhang, Sewin Tariverdian, Kexin Wang, Iryna Gurevych:
UKP-SQuARE v3: A Platform for Multi-Agent QA Research. CoRR abs/2303.18120 (2023) - [i159]Ulf A. Hamster, Ji-Ung Lee, Alexander Geyken, Iryna Gurevych:
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings. CoRR abs/2304.02481 (2023) - [i158]Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic:
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR abs/2304.08865 (2023) - [i157]Jan-Christoph Klie, Ji-Ung Lee, Kevin Stowe, Gözde Gül Sahin, Nafise Sadat Moosavi, Luke Bates, Dominic Petrak, Richard Eckart de Castilho, Iryna Gurevych:
Lessons Learned from a Citizen Science Project for Natural Language Processing. CoRR abs/2304.12836 (2023) - [i156]Georgia Chalvatzaki, Ali Younes, Daljeet Nandha, An T. Le, Leonardo F. R. Ribeiro, Iryna Gurevych:
Learning to Reason over Scene Graphs: A Case Study of Finetuning GPT-2 into a Robot Language Model for Grounded Task Planning. CoRR abs/2305.07716 (2023) - [i155]Aniket Pramanick, Yufang Hou, Iryna Gurevych:
A Diachronic Analysis of the NLP Research Paradigm Shift: When, How, and Why? CoRR abs/2305.12920 (2023) - [i154]Kexin Wang, Nils Reimers, Iryna Gurevych:
DAPR: A Benchmark on Document-Aware Passage Retrieval. CoRR abs/2305.13915 (2023) - [i153]Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan:
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems. CoRR abs/2305.14536 (2023) - [i152]Tianyu Yang, Thy Thy Tran, Iryna Gurevych:
Dior-CVAE: Diffusion Priors in Variational Dialog Generation. CoRR abs/2305.15025 (2023) - [i151]Haishuo Fang, Haritz Puerto, Iryna Gurevych:
UKP-SQuARE: An Interactive Tool for Teaching Question Answering. CoRR abs/2305.19748 (2023) - 2022
- [j39]Ji-Ung Lee
, Jan-Christoph Klie, Iryna Gurevych:
Annotation Curricula to Implicitly Train Non-Expert Annotators. Comput. Linguistics 48(2): 343-373 (2022) - [j38]Ilia Kuznetsov, Jan Buchmann, Max Eichler, Iryna Gurevych:
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review. Comput. Linguistics 48(4): 949-986 (2022) - [j37]Ji-Ung Lee, Jan-Christoph Klie, Iryna Gurevych:
Erratum: Annotation Curricula to Implicitly Train Non-Expert Annotators. Comput. Linguistics 48(4): 1141 (2022) - [j36]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) - [j35]Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas:
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. Trans. Assoc. Comput. Linguistics 10: 1392-1422 (2022) - [j34]Iryna Gurevych, Michael Kohler, Gözde Gül Sahin:
On the Rate of Convergence of a Classifier Based on a Transformer Encoder. IEEE Trans. Inf. Theory 68(12): 8139-8155 (2022) - [c313]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 - [c312]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 - [c311]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 - [c310]Andreas Waldis, Tilman Beck, Iryna Gurevych:
Composing Structure-Aware Batches for Pairwise Sentence Classification. ACL (Findings) 2022: 3031-3045 - [c309]Kevin Stowe, Prasetya Utama, Iryna Gurevych:
IMPLI: Investigating NLI Models' Performance on Figurative Language. ACL (1) 2022: 5375-5388 - [c308]Iryna Gurevych:
Detect - Debunk - Communicate: Combating Misinformation with More Realistic NLP. COMMA 2022: 15 - [c307]Nils Dycke, Ilia Kuznetsov, Iryna Gurevych:
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond. EMNLP (Findings) 2022: 300-318 - [c306]Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych:
The challenges of temporal alignment on Twitter during crises. EMNLP (Findings) 2022: 2658-2672 - [c305]Max Glockner, Yufang Hou, Iryna Gurevych:
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation. EMNLP 2022: 5916-5936 - [c304]Chen Liu, Gregor Geigle, Robin Krebs, Iryna Gurevych:
FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes. EMNLP 2022: 7069-7086 - [c303]Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych:
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. EMNLP 2022: 8988-9005 - [c302]Julia Siekiera, Marius Köppel, Edwin Simpson, Kevin Stowe, Iryna Gurevych, Stefan Kramer:
Ranking Creative Language Characteristics in Small Data Scenarios. ICCC 2022: 136-140 - [c301]Lorenz Stangier, Ji-Ung Lee, Yuxi Wang, Marvin Müller, Nicholas Frick, Joachim Metternich, Iryna Gurevych:
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation. AACL/IJCNLP (System Demonstrations) 2022: 9-16 - [c300]Rachneet Sachdeva, Haritz Puerto, Tim Baumgärtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych:
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA. AACL/IJCNLP (System Demonstrations) 2022: 28-38 - [c299]Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych:
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. NAACL-HLT 2022: 2345-2360 - [c298]Prasetya Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych:
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. NAACL-HLT 2022: 2763-2776 - [c297]Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal:
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations. NAACL-HLT 2022: 3238-3253 - [c296]Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych:
Adaptable Adapters. NAACL-HLT 2022: 3742-3753 - [i150]Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser:
Addressing the Challenges of Cross-Lingual Hate Speech Detection. CoRR abs/2201.05922 (2022) - [i149]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) - [i148]Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych:
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers. CoRR abs/2202.06690 (2022) - [i147]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i146]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) - [i145]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) - [i144]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) - [i143]Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych:
Adaptable Adapters. CoRR abs/2205.01549 (2022) - [i142]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) - [i141]Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych:
Improving the Numerical Reasoning Skills of Pretrained Language Models. CoRR abs/2205.06733 (2022) - [i140]Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych:
On the Effect of Sample and Topic Sizes for Argument Mining Datasets. CoRR abs/2205.11472 (2022) - [i139]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) - [i138]Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard:
Mining Legal Arguments in Court Decisions. CoRR abs/2208.06178 (2022) - [i137]Lorenz Stangier, Ji-Ung Lee, Yuxi Wang, Marvin Müller, Nicholas Frick, Joachim Metternich, Iryna Gurevych:
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation. CoRR abs/2208.07846 (2022) - [i136]Rachneet Sachdeva, Haritz Puerto, Tim Baumgärtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych:
UKP-SQuARE v2 Explainability and Adversarial Attacks for Trustworthy QA. CoRR abs/2208.09316 (2022) - [i135]Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych:
Transformers with Learnable Activation Functions. CoRR abs/2208.14111 (2022) - [i134]Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych:
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks. CoRR abs/2210.06379 (2022) - [i133]Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych:
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification. CoRR abs/2210.06440 (2022) - [i132]Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych:
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. CoRR abs/2210.10695 (2022) - [i131]Max Glockner, Yufang Hou, Iryna Gurevych:
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation. CoRR abs/2210.13865 (2022) - [i130]Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych:
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. CoRR abs/2210.17301 (2022) - [i129]Tilman Beck, Andreas Waldis, Iryna Gurevych:
Contextual information integration for stance detection via cross-attention. CoRR abs/2211.01874 (2022) - [i128]Ilia Kuznetsov, Iryna Gurevych:
An Inclusive Notion of Text. CoRR abs/2211.05604 (2022) - [i127]Nils Dycke, Ilia Kuznetsov, Iryna Gurevych:
NLPeer: A Unified Resource for the Computational Study of Peer Review. CoRR abs/2211.06651 (2022) - [i126]Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych:
Semantic Similarity Models for Depression Severity Estimation. CoRR abs/2211.07624 (2022) - [i125]Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych:
GDPR Compliant Collection of Therapist-Patient-Dialogues. CoRR abs/2211.12360 (2022) - [i124]Neha Warikoo, Tobias Mayer, Dana Atzil-Slonim, Amir Eliassaf, Shira Haimovitz, Iryna Gurevych:
NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence. CoRR abs/2211.12512 (2022) - [i123]Martin Funkquist, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych:
CiteBench: A benchmark for Scientific Citation Text Generation. CoRR abs/2212.09577 (2022) - [i122]Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych:
Asking Clarification Questions for Code Generation in General-Purpose Programming Language. CoRR abs/2212.09885 (2022) - [i121]Jesse Dodge, Iryna Gurevych, Roy Schwartz, Emma Strubell, Betty van Aken:
Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232). Dagstuhl Reports 12(6): 14-27 (2022) - [i120]Khalid Al Khatib, Anita de Waard, Dayne Freitag, Iryna Gurevych, Yufang Hou, Harrisen Scells:
Towards a Unified Model of Scholarly Argumentation (Dagstuhl Seminar 22432). Dagstuhl Reports 12(10): 175-206 (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] - [d1]Tristan Miller, Iryna Gurevych:
WordNet-Wikipedia-Wiktionary alignment. Zenodo, 2021
- [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