🧑‍🔬 Hinrich Schütze — all works

86 works · ← Hinrich Schütze

1. Introduction to Information Retrieval ↗textbook · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 12,021 citations
2. Foundations of statistical natural language processing ↗no summary yetChristopher D. Manning, Hinrich Schütze1999 · 10,628 citations
3. Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceConference of the European Chapter of the Association for Computational Linguistics (EACL)Timo Schick, Hinrich Schütze2021 · 1,817 citations
4. Automatic Word Sense DiscriminationComputational LinguisticsHinrich Schütze1998 · 1,486 citations
5. It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Timo Schick, Hinrich Schütze2021 · 1,132 citations
6. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsTransactions of the Association for Computational Linguistics (TACL)Wenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,055 citations
7. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyAnnual Meeting of the Association for Computational Linguistics (ACL)Nora Kassner, Hinrich Schütze2020 · 435 citations
8. Automatic Detection of Text GenreAnnual Meeting of the Association for Computational Linguistics (ACL)Brett Kessler, Geoffrey Nunberg, Hinrich Schutze1997 · 424 citations
9. Generating Datasets with Pretrained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Timo Schick, Hinrich Schutze2021 · 254 citations
10. E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT ↗arXiv:1911.03681 · no summary yetNina Poerner, Ulli Waltinger, Hinrich Schutze2019 · 247 citations
11. Convolutional Neural Network for Paraphrase Identification ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetWenpeng Yin, Hinrich Schütze2015 · 247 citations
12. Scoring, term weighting, and the vector space model ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 245 citations
13. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationInternational Conference on Computational Linguistics (COLING)Timo Schick, Helmut Schmid, Hinrich Schütze2020 · 234 citations
14. Combining Recurrent and Convolutional Neural Networks for Relation Classification ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetNgoc Thang Vu et al.2016 · 230 citations
15. Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLParXiv:2103.00453Timo Schick, Sahana Udupa, Hinrich Schutze2021 · 213 citations
16. Position Information in Transformers: An OverviewComputational LinguisticsPhilipp Dufter, Martin Schmitt, Hinrich Schütze2022 · 198 citations
17. Multichannel Variable-Size Convolution for Sentence Classification ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetWenpeng Yin, Hinrich Schütze2015 · 184 citations
18. Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Nora Kassner, Philipp Dufter, Hinrich Schütze2021 · 180 citations
19. Joint Lemmatization and Morphological Tagging with LemmingConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Müller, Ryan Cotterell, Alexander Fraser, et al.2015 · 180 citations
20. Few-Shot Text Generation with Natural Language InstructionsConference on Empirical Methods in Natural Language Processing (EMNLP)Timo Schick, Hinrich Schütze2021 · 167 citations
21. AutoExtend: Extending Word Embeddings to Embeddings for Synsets and LexemesAnnual Meeting of the Association for Computational Linguistics (ACL)Sascha Rothe, Hinrich Schütze2015 · 167 citations
22. Ultradense Word Embeddings by Orthogonal Transformation ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSascha Rothe, Sebastian Ebert, Hinrich Schütze2016 · 156 citations
23. Investigating Pretrained Language Models for Graph-to-Text GenerationWorkshop on Natural Language Processing for Conversational AILeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 151 citations
24. Learning Word Meta-Embeddings ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWenpeng Yin, Hinrich Schütze2016 · 136 citations
25. Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetKatharina Kann, Hinrich Schütze2016 · 129 citations
26. Identifying Elements Essential for BERT's MultilingualityConference on Empirical Methods in Natural Language Processing (EMNLP)Philipp Dufter, Hinrich Schütze2020 · 113 citations
27. Masking as an Efficient Alternative to Finetuning for Pretrained Language Models ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMengjie Zhao et al.2020 · 112 citations
28. Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNina Poerner, Hinrich Schütze, Benjamin Roth2018 · 105 citations
29. Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetHeike Adel, Hinrich Schütze2017 · 105 citations
30. Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models ↗Proceedings of the National Academy of Sciences · no summary yetJames L. McClelland et al.2020 · 104 citations
31. Training Data Augmentation for Low-Resource Morphological Inflection ↗Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection · no summary yetToms Bergmanis et al.2017 · 98 citations
32. True Few-Shot Learning with Prompts–-A Real-World PerspectiveTransactions of the Association for Computational Linguistics (TACL)Timo Schick, Hinrich Schütze2022 · 96 citations
33. BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetNora Kassner, Hinrich Schütze2020 · 95 citations
34. Corpus-level Fine-grained Entity Typing Using Contextual Information ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetYadollah Yaghoobzadeh, Hinrich Schütze2015 · 94 citations
35. Morphological Smoothing and Extrapolation of Word Embeddings ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRyan Cotterell, Hinrich Schütze, Jason Eisner2016 · 87 citations
36. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Conference on Computational Natural Language Learning (CoNLL)Nora Kassner, Benno Krojer, Hinrich Schütze2020 · 81 citations
37. Evaluation in information retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 66 citations
38. Text classification and Naive Bayes ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 66 citations
39. Exploring Different Dimensions of Attention for Uncertainty DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL)Heike Adel, Hinrich Schütze2017 · 63 citations
40. The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative CorrelativeConference on Empirical Methods in Natural Language Processing (EMNLP)Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, et al.2022 · 62 citations
41. BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief ↗arXiv:2109.14723 · no summary yetNora Kassner et al.2021 · 62 citations
42. Hierarchical clustering ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 61 citations
43. MaLA-500: Massive Language Adaptation of Large Language ModelsarXiv:2401.13303Peiqin Lin, Shaoxiong Ji, Jorg Tiedemann, et al.2024 · 58 citations
44. An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMartin Schmitt et al.2020 · 46 citations
45. Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language ↗Computational Linguistics · no summary yetAlexander Fraser et al.2013 · 39 citations
46. Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs ↗Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15) · no summary yetMartin Schmitt et al.2021 · 36 citations
47. Discriminative Phrase Embedding for Paraphrase Identification ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetWenpeng Yin, Hinrich Schütze2015 · 35 citations
48. SUCRE: A Modular System for Coreference ResolutionInternational Workshop on Semantic Evaluation (SemEval)Hamidreza Kobdani, Hinrich Schütze2010 · 35 citations
49. Derivational Morphology Reveals Analogical Generalization in Large Language Models ↗arXiv:2411.07990 · no summary yetValentin Hofmann et al.2024 · 32 citations
50. End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetWenpeng Yin, Dan Roth, Hinrich Schütze2018 · 30 citations
51. SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt, Hinrich SchützeEnglish · 28 citations
52. Prepositional Phrase Attachment without OraclesMichaela Atterer, Hinrich SchützeEnglish · 28 citations
53. Construction Grammar Provides Unique Insight into Neural Language ModelsInternational Workshop on Construction Grammars and NLPLeonie Weissweiler, Taiqi He, Naoki Otani, et al.2023 · 26 citations
54. Relevance feedback and query expansion ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 24 citations
55. Vector space classification ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 22 citations
56. CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationTransactions of the Association for Computational Linguistics (TACL)Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, et al.2025 · 20 citations
57. Active Learning for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Florian Laws, Florian Heimerl, Hinrich Schütze2012 · 19 citations
58. Matrix decompositions and latent semantic indexing ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 19 citations
59. MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetVerena Blaschke et al.2024 · 18 citations
60. Probabilistic information retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 17 citations
61. Boolean retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 15 citations
62. XML retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 15 citations
63. Web crawling and indexes ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 14 citations
64. Language models for information retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 13 citations
65. Support vector machines and machine learning on documents ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 13 citations
66. How Transliterations Improve Crosslingual AlignmentInternational Conference on Computational Linguistics (COLING)Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, et al.2025 · 12 citations
67. Flat clustering ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 11 citations
68. Web search basics ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 11 citations
69. TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated DataInternational Conference on Computational Linguistics (COLING)Yihong Liu, Chunlan Ma, Haotian Ye, et al.2025 · 10 citations
70. Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic PhenomenaarXiv:2403.06965Leonie Weissweiler, Abdullatif Koksal, Hinrich Schutze2024 · 10 citations
71. Bitext-Based Resolution of German Subject-Object Ambiguities ↗Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetFlorian Schwarck, Alexander Fraser, Hinrich Schütze2010 · 10 citations
72. Problem Solving Through Human–AI Preference-based CooperationComputational LinguisticsSubhabrata Dutta, Timo Kaufmann, Goran Glavaš, et al.2025 · 9 citations
73. From Characters to Understanding Natural Language (C2NLU): Robust End-to-End Deep Learning for NLP (Dagstuhl Seminar 17,042) ↗DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · no summary yetPhil Blunsom et al.2017 · 7 citations
74. The term vocabulary and postings lists ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 7 citations
75. Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetDavid R. Mortensen et al.2024 · 5 citations
76. Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach ↗Proceedings of the Ancient Language Processing Workshop · no summary yetErcong Nie, Helmut Schmid, Hinrich Schütze2023 · 3 citations
77. Dictionaries and tolerant retrieval ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 3 citations
78. Computing scores in a complete search system ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008 · 2 citations
79. BERT Cannot Align Characters ↗Proceedings of the Second Workshop on Insights from Negative Results in NLP · no summary yetAntonis Maronikolakis, Philipp Dufter, Hinrich Schütze2021 · 1 citation
80. Data Centric Domain Adaptation for Historical Text with OCR Errors ↗arXiv:2107.00927 · no summary yetLuisa Marz et al.2021 · 1 citation
81. How Far Can Bias Go? Tracing Bias from Pre-Training Data to AlignmentLanguage Resources and Evaluation Conference (LREC)Marion Thaler, Abdullatif Köksal, Alina Leidinger, et al.2026
82. Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation? ↗arXiv:2606.03782 · no summary yetRenhao Pei et al.2026
83. SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetAbdullatif Koksal, Silvia Severini, Hinrich Schütze2024
84. Frequency Matters: Pitch Accents and Information StatusConference of the European Chapter of the Association for Computational Linguistics (EACL)Katrin Schweitzer, Michael Walsh, Bernd Möbius, et al.2009
85. Link analysis ↗Cambridge University Press eBooks · no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008
86. Table of Notation ↗no summary yetChristopher D. Manning, Prabhakar Raghavan, Hinrich Schütze2008

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