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Hinrich Schütze

  1. NoLiMa: Long-Context Evaluation Beyond Literal Matching
    2025/02/07 by Ali Modarressi, Modarressi, Ali, Hanieh Deilamsalehy +11 · 15 voices · 20 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems #cs.CL
  2. It's Not Just Size That Matters: Small Language Models Are Also Few-Shot\n Learners
    2020/09/15 by Timo Schick, Hinrich Schütze, Schick, Timo +1 · 3 voices · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  3. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 125 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  4. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models
    2024/02/26 by Paul Röttger, Röttger, Paul, Valentin Hofmann +11 · 2 voices · 34 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  5. Exploiting Cloze Questions for Few Shot Text Classification and Natural\n Language Inference
    2020/01/21 by Timo Schick, Schick, Timo, Hinrich Schütze +1 · 26 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. Measuring and Improving Consistency in Pretrained Language Models
    2021/02/01 by Yanai Elazar, Elazar, Yanai, Nora Kassner +11 · 27 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP
    2021/02/28 by Timo Schick, Sahana Udupa, Schick, Timo +3 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  8. Position Information in Transformers: An Overview
    2021/02/22 by Philipp Dufter, Martin Schmitt, Dufter, Philipp +3 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  9. Position Information in Transformers: An Overview
    2022/01/01 by Philipp Dufter, Martin Schmitt, Hinrich Schütze · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  10. SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
    2020/04/18 by Masoud Jalili Sabet, Sabet, Masoud Jalili, Philipp Dufter +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  11. Negated and Misprimed Probes for Pretrained Language Models: Birds Can\n Talk, But Cannot Fly
    2019/11/08 by Nora Kassner, Hinrich Schütze, Kassner, Nora +1 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
    2015/12/16 by Wenpeng Yin, Hinrich Schütze, Yin, Wenpeng +5 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  13. Superbizarre Is Not Superb: Derivational Morphology Improves BERT's\n Interpretation of Complex Words
    2021/01/02 by Valentin Hofmann, Janet B. Pierrehumbert, Hofmann, Valentin +3 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  14. Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
    2020/04/26 by Mengjie Zhao, Tao Lin, Zhao, Mengjie +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation
    2023/10/18 by Shengqiang Zhang, Philipp Wicke, Zhang, Shengqiang +13 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
    2024/04/17 by Ali Modarressi, Modarressi, Ali, Abdullatif Köksal +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
  17. Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
    2025/04/05 by Mingyang Wang, Heike Adel, Wang, Mingyang +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  18. The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative
    2022/10/24 by Leonie Weissweiler, Valentin Hofmann, Weissweiler, Leonie +5 · 3 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Language and cultural evolution
  19. Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions
    2022/07/28 by Yanai Elazar, Nora Kassner, Elazar, Yanai +15 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  20. Inexpensive Domain Adaptation of Pretrained Language Models: Case\n Studies on Biomedical NER and Covid-19 QA
    2020/04/07 by Nina Poerner, Poerner, Nina, Ulli Waltinger +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Multichannel Variable-Size Convolution for Sentence Classification
    2016/03/15 by Wenpeng Yin, Yin, Wenpeng, Hinrich Schütze +1 · 3 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  22. MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment
    2024/10/08 by Amir Hossein Kargaran, Ali Modarressi, Kargaran, Amir Hossein +9 · 5 citations
    Computer Science · Arts and Humanities · #Natural Language Processing Techniques #linguistics and terminology studies #Lexicography and Language Studies
  23. BeliefBank: Adding Memory to a Pre-Trained Language Model for a\n Systematic Notion of Belief
    2021/09/29 by Nora Kassner, Oyvind Tafjord, Kassner, Nora +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  24. OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
    2023/11/15 by Yihong Liu, Peiqin Lin, Liu, Yihong +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  25. TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish
    2024/07/17 by Arda Yüksel, Yüksel, Arda, Abdullatif Köksal +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
  26. EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
    2024/09/26 by Shaoxiong Ji, Zihao Li, Ji, Shaoxiong +16 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes
    2022/05/13 by Antonis Maronikolakis, Philip Baader, Maronikolakis, Antonis +3 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Populism, Right-Wing Movements #Social Media and Politics
  28. True Few-Shot Learning with Prompts -- A Real-World Perspective
    2021/11/26 by Timo Schick, Hinrich Schütze, Schick, Timo +1 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  29. MaskLID: Code-Switching Language Identification through Iterative Masking
    2024/06/10 by Amir Hossein Kargaran, François Yvon, Kargaran, Amir Hossein +3 · 3 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  30. Robust Argument Unit Recognition and Classification
    2019/04/22 by Dietrich Trautmann, Trautmann, Dietrich, Johannes Daxenberger +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  31. A Hierarchical Decoder with Three-level Hierarchical Attention to Generate Abstractive Summaries of Interleaved Texts
    2019/06/05 by Sanjeev Kumar Karn, Francine Chen, Karn, Sanjeev Kumar +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  32. Rare Words: A Major Problem for Contextualized Embeddings And How to Fix\n it by Attentive Mimicking
    2019/04/14 by Timo Schick, Schick, Timo, Hinrich Schütze +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  33. TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
    2024/05/16 by Yihong Liu, Liu, Yihong, Chunlan Ma +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  34. Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
    2024/06/28 by Orgest Xhelili, Yihong Liu, Xhelili, Orgest +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  35. Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages
    2022/01/28 by Silvia Severini, Severini, Silvia, Ayyoob Imani +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  36. Steering MoE LLMs via Expert (De)Activation
    2025/09/11 by Mohsen Fayyaz, Ali Modarressi, Fayyaz, Mohsen +13 · 1 voice · 4 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  37. Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages
    2022/12/19 by Ercong Nie, Sheng Liang, Nie, Ercong +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. GIRT-Data: Sampling GitHub Issue Report Templates
    2023/03/16 by Nafiseh Nikeghbal, Amir Hossein Kargaran, Nikeghbal, Nafiseh +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
  39. The Boundaries of Automation: A Theory of Persistent Human Participation
    2026/07/23 by Fares Fourati, Hinrich Schütze, Eyke Hüllermeier +1 · 1 voice
    #cs.AI #cs.CL #cs.ET #cs.LG #cs.MA
  40. How Programming Concepts and Neurons Are Shared in Code Language Models
    2025/06/01 by Amir Hossein Kargaran, Yihong Liu, Kargaran, Amir Hossein +5 · 1 voice · 2 citations
    #cs.CL #cs.PL #cs.SE
  41. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
    2025/05/20 by Mingyang Wang, Lukas Lange, Wang, Mingyang +9 · 4 citations
    Computer Science · #Natural Language Processing Techniques
  42. Language-Agnostic Bias Detection in Language Models with Bias Probing
    2023/05/22 by Abdullatif Köksal, Omer Faruk Yalcin, Köksal, Abdullatif +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  43. How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives
    2023/05/24 by Xinpeng Wang, Leonie Weissweiler, Wang, Xinpeng +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  44. UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies
    2024/03/26 by Leonie Weissweiler, Weissweiler, Leonie, Nina Böbel +25 · 1 citation
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Syntax, Semantics, Linguistic Variation #Topic Modeling
  45. Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable
    2018/11/01 by Philipp Dufter, Mengjie Zhao, Dufter, Philipp +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  46. HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy
    2024/01/26 by Yongkang Liu, Liu, Yongkang, Yiqun Zhang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  47. Derivational Morphology Reveals Analogical Generalization in Large Language Models
    2024/11/12 by Valentin Hofmann, Hofmann, Valentin, Leonie Weissweiler +9 · 1 voice · 1 citation
    Computer Science · Social Sciences · #Language and cultural evolution #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
  48. Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena
    2024/03/11 by Leonie Weissweiler, Abdullatif Köksal, Weissweiler, Leonie +3 · 1 citation
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #linguistics and terminology studies
  49. MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank
    2024/03/15 by Verena Blaschke, Blaschke, Verena, Barbara Kovačić +7 · 1 citation
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Linguistic Education and Pedagogy #Linguistic research and analysis #Natural Language Processing Techniques
  50. XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs
    2025/02/27 by Linyang He, Ercong Nie, He, Linyang +24 · 2 citations
    Computer Science · Psychology · #Child and Animal Learning Development #Natural Language Processing Techniques #Topic Modeling #cs.CL
  51. XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples
    2024/05/08 by Peiqin Lin, André F. T. Martins, Lin, Peiqin +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  52. Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons
    2024/03/26 by Shijia Zhou, Leonie Weissweiler, Zhou, Shijia +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  53. Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence
    2024/11/12 by Linyang He, Ercong Nie, He, Linyang +9 · 1 voice · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL
  54. LangSAMP: Language-Script Aware Multilingual Pretraining
    2024/09/26 by Yihong Liu, Haotian Ye, Liu, Yihong +7 · 1 citation
    Computer Science · #AI-based Problem Solving and Planning #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies