Hinrich Schütze
158 publications
19 venues
H Index 44
Affiliation
Ludwig Maximilian University of Munich, Center for Information and Language Processing, GermanyUniversity of Stuttgart, Institute for Natural Language Processing, Germany
Stanford University, CA, USA
Links
DBLPGoogle Scholar
ORCID- http://www.cis.uni-muenchen.de/personen/professoren/schuetze/index.html
- https://dl.acm.org/profile/81100395933
- https://www.wikidata.org/entity/Q69051585
- https://d-nb.info/gnd/112281672
- https://id.loc.gov/authorities/names/n96115354
- https://mathgenealogy.org/id.php?id=71466
- https://zbmath.org/authors/?q=ai:schutze.hinrich
| Name | Venue | Year | citations |
|---|---|---|---|
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu.
|
ACL | 2025 | 5 |
| HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization.
|
ACL | 2025 | 1 |
| Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models.
|
ACL | 2025 | 30 |
| Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.
|
EMNLP | 2025 | 10 |
| Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence.
|
ACL | 2025 | 12 |
| On Relation-Specific Neurons in Large Language Models.
|
EMNLP | 2025 | 0 |
| ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge.
|
EMNLP | 2025 | 2 |
| Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding.
|
ACL | 2025 | 2 |
| NoLiMa: Long-Context Evaluation Beyond Literal Matching.
|
ICML | 2025 | 59 |
| LangSAMP: Language-Script Aware Multilingual Pretraining.
|
ACL | 2025 | 0 |
| BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning.
|
ACL | 2025 | 0 |
| TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data.
|
COLING | 2025 | 0 |
| How Transliterations Improve Crosslingual Alignment.
|
COLING | 2025 | 0 |
| ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
|
EACL | 2024 | 9 |
| A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation.
|
ECML/PKDD | 2024 | 2 |
| TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models.
|
ACL | 2024 | 3 |
| HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
|
EMNLP | 2024 | 17 |
| GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages.
|
NIPS/NeurIPS | 2024 | 14 |
| Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models.
|
ACL | 2024 | 142 |
| Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages.
|
EACL | 2024 | 0 |
| ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language.
|
ECAI | 2024 | 0 |
| Language Models with Rationality.
|
EMNLP | 2023 | 22 |
| Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model.
|
EMNLP | 2023 | 15 |
| How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives.
|
ACL | 2023 | 11 |
| GradSim: Gradient-Based Language Grouping for Effective Multilingual Training.
|
EMNLP | 2023 | 4 |
| A Crosslingual Investigation of Conceptualization in 1335 Languages.
|
ACL | 2023 | 15 |
| Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
|
ACL | 2023 | 142 |
| PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism.
|
ACL | 2023 | 0 |
| Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
|
EMNLP | 2022 | 9 |
| Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization.
|
ACL | 2022 | 19 |
| Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology.
|
ICML | 2022 | 1 |
| Flow-Adapter Architecture for Unsupervised Machine Translation.
|
ACL | 2022 | 9 |
| An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers.
|
ACL | 2022 | 72 |
| CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment.
|
ACL | 2022 | 6 |
| The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative.
|
EMNLP | 2022 | 47 |
| CaMEL: Case Marker Extraction without Labels.
|
ACL | 2022 | 3 |
| Improving Scene Graph Classification by Exploiting Knowledge from Texts.
|
AAAI | 2022 | 0 |
| Continuous Entailment Patterns for Lexical Inference in Context.
|
EMNLP | 2021 | 3 |
| Language Models for Lexical Inference in Context.
|
EACL | 2021 | 15 |
| Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
|
EACL | 2021 | 163 |
| Discrete and Soft Prompting for Multilingual Models.
|
EMNLP | 2021 | 78 |
| Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models.
|
EACL | 2021 | 5 |
| BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief.
|
EMNLP | 2021 | 70 |
| Generating Datasets with Pretrained Language Models.
|
EMNLP | 2021 | 263 |
| Graph Algorithms for Multiparallel Word Alignment.
|
EMNLP | 2021 | 7 |
| Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference.
|
EACL | 2021 | 0 |
| Few-Shot Text Generation with Natural Language Instructions.
|
EMNLP | 2021 | 0 |
| Neural Topic Modeling with Continual Lifelong Learning.
|
ICML | 2020 | 54 |
| Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification.
|
COLING | 2020 | 223 |
| Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.
|
COLING | 2020 | 9 |
| Predicting the Growth of Morphological Families from Social and Linguistic Factors.
|
ACL | 2020 | 12 |
| Explainable and Discourse Topic-aware Neural Language Understanding.
|
ICML | 2020 | 7 |
| Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction.
|
COLING | 2020 | 4 |
| Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.
|
COLING | 2020 | 44 |
| Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
|
EMNLP | 2020 | 130 |
| A Graph Auto-encoder Model of Derivational Morphology.
|
ACL | 2020 | 12 |
| DagoBERT: Generating Derivational Morphology with a Pretrained Language Model.
|
EMNLP | 2020 | 33 |
| TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain.
|
AAAI | 2020 | 1 |
| Are Pretrained Language Models Symbolic Reasoners over Knowledge?
|
CoNLL | 2020 | 76 |
| Fine-Grained Argument Unit Recognition and Classification.
|
AAAI | 2020 | 0 |
| Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking.
|
AAAI | 2020 | 0 |
| Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity.
|
ACL | 2020 | 0 |
| Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly.
|
ACL | 2020 | 0 |
| BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance.
|
ACL | 2020 | 0 |
| An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing.
|
EMNLP | 2020 | 0 |
| Identifying Elements Essential for BERT's Multilinguality.
|
EMNLP | 2020 | 0 |
| Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
|
ACL | 2019 | 15 |
| SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference.
|
ACL | 2019 | 14 |
| Type-aware Convolutional Neural Networks for Slot Filling.
|
JAIR | 2019 | 6 |
| Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings.
|
ACL | 2019 | 38 |
| A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction.
|
ACL | 2019 | 9 |
| Document Informed Neural Autoregressive Topic Models with Distributional Prior.
|
AAAI | 2019 | 0 |
| Neural Relation Extraction within and across Sentence Boundaries.
|
AAAI | 2019 | 0 |
| Learning Semantic Representations for Novel Words: Leveraging Both Form and Context.
|
AAAI | 2019 | 0 |
| Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting.
|
EMNLP | 2018 | 11 |
| Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable.
|
ACL | 2018 | 16 |
| Multi-View Learning: Multilingual and Multi-Representation Entity Typing.
|
EMNLP | 2018 | 0 |
| Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement.
|
ACL | 2018 | 88 |
| Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
|
COLING | 2018 | 23 |
| Embedding Learning Through Multilingual Concept Induction.
|
ACL | 2018 | 20 |
| End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions.
|
ACL | 2018 | 26 |
| Corpus-Level Fine-Grained Entity Typing.
|
JAIR | 2018 | 0 |
| Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
|
EACL | 2017 | 19 |
| Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification.
|
EMNLP | 2017 | 77 |
| Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages.
|
EMNLP | 2017 | 49 |
| Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities.
|
EACL | 2017 | 39 |
| One-Shot Neural Cross-Lingual Transfer for Paradigm Completion.
|
ACL | 2017 | 40 |
| End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification.
|
EACL | 2017 | 15 |
| Noise Mitigation for Neural Entity Typing and Relation Extraction.
|
EACL | 2017 | 0 |
| Nonsymbolic Text Representation.
|
EACL | 2017 | 0 |
| Neural Multi-Source Morphological Reinflection.
|
EACL | 2017 | 0 |
| Exploring Different Dimensions of Attention for Uncertainty Detection.
|
EACL | 2017 | 0 |
| Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction.
|
COLING | 2016 | 234 |
| Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection.
|
ACL | 2016 | 90 |
| Word Embedding Calculus in Meaningful Ultradense Subspaces.
|
ACL | 2016 | 49 |
| A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries.
|
WWW | 2016 | 34 |
| Learning Word Meta-Embeddings.
|
ACL | 2016 | 108 |
| Morphological Segmentation Inside-Out.
|
EMNLP | 2016 | 16 |
| Neural Morphological Analysis: Encoding-Decoding Canonical Segments.
|
EMNLP | 2016 | 47 |
| Morphological Smoothing and Extrapolation of Word Embeddings.
|
ACL | 2016 | 65 |
| Intrinsic Subspace Evaluation of Word Embedding Representations.
|
ACL | 2016 | 37 |
| LAMB: A Good Shepherd of Morphologically Rich Languages.
|
EMNLP | 2016 | 8 |
| Simple Question Answering by Attentive Convolutional Neural Network.
|
COLING | 2016 | 175 |
| MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity.
|
ACL | 2015 | 80 |
| AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes.
|
ACL | 2015 | 290 |
| Learning Better Embeddings for Rare Words Using Distributional Representations.
|
EMNLP | 2015 | 9 |
| Joint Lemmatization and Morphological Tagging with Lemming.
|
EMNLP | 2015 | 128 |
| Corpus-level Fine-grained Entity Typing Using Contextual Information.
|
EMNLP | 2015 | 77 |
| Online Updating of Word Representations for Part-of-Speech Tagging.
|
EMNLP | 2015 | 17 |
| Multichannel Variable-Size Convolution for Sentence Classification.
|
CoNLL | 2015 | 162 |
| Labeled Morphological Segmentation with Semi-Markov Models.
|
CoNLL | 2015 | 51 |
| Using Mined Coreference Chains as a Resource for a Semantic Task.
|
EMNLP | 2014 | 26 |
| Dependency parsing with latent refinements of part-of-speech tags.
|
EMNLP | 2014 | 4 |
| Fine-Grained Contextual Predictions for Hard Sentiment Words.
|
EMNLP | 2014 | 0 |
| Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents.
|
COLING | 2014 | 45 |
| CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure.
|
ACL | 2014 | 45 |
| Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning.
|
EACL | 2014 | 2 |
| Improving Citation Polarity Classification with Product Reviews.
|
ACL | 2014 | 13 |
| Picking the Amateur's Mind - Predicting Chess Player Strength from Game Annotations.
|
COLING | 2014 | 0 |
| Sentiment Relevance.
|
ACL | 2013 | 24 |
| Bootstrapping Semantic Lexicons for Technical Domains.
|
IJCNLP | 2013 | 10 |
| The Topology of Semantic Knowledge.
|
EMNLP | 2013 | 3 |
| Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging.
|
IJCNLP | 2013 | 14 |
| Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus.
|
IJCNLP | 2013 | 7 |
| Efficient Higher-Order CRFs for Morphological Tagging.
|
EMNLP | 2013 | 222 |
| Preliminary study of technical terminology for the retrieval of scientific book metadata records.
|
SIGIR | 2012 | 8 |
| Automatic Detection of Point of View Differences in Wikipedia.
|
COLING | 2012 | 16 |
| Crosslingual distant supervision for extracting relations of different complexity.
|
CIKM | 2012 | 13 |
| Automatic generation of short informative sentiment summaries.
|
EACL | 2012 | 13 |
| Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme.
|
COLING | 2012 | 63 |
| Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition.
|
ACL | 2011 | 41 |
| Integrating history-length interpolation and classes in language modeling.
|
ACL | 2011 | 8 |
| Sense discrimination for physics retrieval.
|
SIGIR | 2011 | 11 |
| Bootstrapping coreference resolution using word associations.
|
ACL | 2011 | 33 |
| Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes.
|
ACL | 2011 | 10 |
| Active Learning with Amazon Mechanical Turk.
|
EMNLP | 2011 | 91 |
| A Cascaded Classification Approach to Semantic Head Recognition.
|
EMNLP | 2011 | 10 |
| Self-Annotation for fine-grained geospatial relation extraction.
|
COLING | 2010 | 13 |
| Relational feature engineering of natural language processing.
|
CIKM | 2010 | 13 |
| IR, NLP, and Visualization.
|
ECIR | 2010 | 1 |
| Frequency Matters: Pitch Accents and Information Status.
|
EACL | 2009 | 10 |
| Rich Bitext Projection Features for Parse Reranking.
|
EACL | 2009 | 9 |
| Stopping Criteria for Active Learning of Named Entity Recognition.
|
COLING | 2008 | 86 |
| A Graph-theoretic Model of Lexical Syntactic Acquisition.
|
EMNLP | 2008 | 10 |
| Disorder inequality: a combinatorial approach to nearest neighbor search.
|
WSDM | 2008 | 45 |
| Improving active learning recall via disjunctive boolean constraints.
|
SIGIR | 2007 | 1 |
| Performance thresholding in practical text classification.
|
CIKM | 2006 | 59 |
| The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation.
|
ACL | 2006 | 9 |
| A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora.
|
CoNLL | 2006 | 2 |
| Inclusion of Textual Documentation in the Analysis of Multidimensional Data Sets: Application to Gene Expression Data.
|
MLJ | 2003 | 14 |
| Projections for Efficient Document Clustering.
|
SIGIR | 1997 | 292 |
| Automatic Detection of Text Genre.
|
ACL | 1997 | 508 |
| Method Combination For Document Filtering.
|
SIGIR | 1996 | 130 |
| A Comparison of Classifiers and Document Representations for the Routing Problem.
|
SIGIR | 1995 | 573 |
| Part-of-Speech Tagging using a Variable Memory Markov Model.
|
ACL | 1994 | 74 |
| Part-of-Speech Induction from Scratch.
|
ACL | 1993 | 159 |
| Word Space.
|
NIPS/NeurIPS | 1992 | 325 |
| Communication and Inference through Situations.
|
IJCAI | 1991 | 19 |