Hinrich Schütze
142 publications
18 venues
H Index 37
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 |
|---|---|---|---|
A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation.
|
ECML/PKDD | 2024 | 0 |
| Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models.
|
ACL | 2024 | 0 |
| TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models.
|
ACL | 2024 | 0 |
| Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages.
|
EACL | 2024 | 0 |
| ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
|
EACL | 2024 | 0 |
| Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
|
ACL | 2023 | 0 |
| How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives.
|
ACL | 2023 | 0 |
| PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism.
|
ACL | 2023 | 0 |
| A Crosslingual Investigation of Conceptualization in 1335 Languages.
|
ACL | 2023 | 0 |
| Language Models with Rationality.
|
EMNLP | 2023 | 0 |
| GradSim: Gradient-Based Language Grouping for Effective Multilingual Training.
|
EMNLP | 2023 | 0 |
| Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model.
|
EMNLP | 2023 | 0 |
| An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers.
|
ACL | 2022 | 4 |
| CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment.
|
ACL | 2022 | 2 |
| The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative.
|
EMNLP | 2022 | 2 |
| Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
|
EMNLP | 2022 | 0 |
| Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization.
|
ACL | 2022 | 3 |
| Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology.
|
ICML | 2022 | 0 |
| CaMEL: Case Marker Extraction without Labels.
|
ACL | 2022 | 0 |
| Flow-Adapter Architecture for Unsupervised Machine Translation.
|
ACL | 2022 | 0 |
| Improving Scene Graph Classification by Exploiting Knowledge from Texts.
|
AAAI | 2022 | 0 |
| BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief.
|
EMNLP | 2021 | 24 |
| Continuous Entailment Patterns for Lexical Inference in Context.
|
EMNLP | 2021 | 3 |
| Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
|
EACL | 2021 | 39 |
| Graph Algorithms for Multiparallel Word Alignment.
|
EMNLP | 2021 | 4 |
| Language Models for Lexical Inference in Context.
|
EACL | 2021 | 8 |
| Few-Shot Text Generation with Natural Language Instructions.
|
EMNLP | 2021 | 45 |
| Generating Datasets with Pretrained Language Models.
|
EMNLP | 2021 | 65 |
| Discrete and Soft Prompting for Multilingual Models.
|
EMNLP | 2021 | 26 |
| Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models.
|
EACL | 2021 | 3 |
| Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference.
|
EACL | 2021 | 0 |
| Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
|
EMNLP | 2020 | 48 |
| A Graph Auto-encoder Model of Derivational Morphology.
|
ACL | 2020 | 9 |
| Explainable and Discourse Topic-aware Neural Language Understanding.
|
ICML | 2020 | 3 |
| Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.
|
COLING | 2020 | 3 |
| Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction.
|
COLING | 2020 | 2 |
| Are Pretrained Language Models Symbolic Reasoners over Knowledge?
|
CoNLL | 2020 | 36 |
| Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification.
|
COLING | 2020 | 81 |
| Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.
|
COLING | 2020 | 19 |
| DagoBERT: Generating Derivational Morphology with a Pretrained Language Model.
|
EMNLP | 2020 | 17 |
| Predicting the Growth of Morphological Families from Social and Linguistic Factors.
|
ACL | 2020 | 10 |
| TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain.
|
AAAI | 2020 | 1 |
| Neural Topic Modeling with Continual Lifelong Learning.
|
ICML | 2020 | 19 |
| 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 |
| SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference.
|
ACL | 2019 | 11 |
| Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
|
ACL | 2019 | 12 |
| Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings.
|
ACL | 2019 | 28 |
| A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction.
|
ACL | 2019 | 6 |
| Type-aware Convolutional Neural Networks for Slot Filling.
|
JAIR | 2019 | 4 |
| 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 | 10 |
| Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable.
|
ACL | 2018 | 17 |
| Embedding Learning Through Multilingual Concept Induction.
|
ACL | 2018 | 16 |
| End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions.
|
ACL | 2018 | 21 |
| Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
|
COLING | 2018 | 19 |
| Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement.
|
ACL | 2018 | 67 |
| Multi-View Learning: Multilingual and Multi-Representation Entity Typing.
|
EMNLP | 2018 | 0 |
| Corpus-Level Fine-Grained Entity Typing.
|
JAIR | 2018 | 0 |
| Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification.
|
EMNLP | 2017 | 71 |
| Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
|
EACL | 2017 | 18 |
| Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages.
|
EMNLP | 2017 | 38 |
| Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities.
|
EACL | 2017 | 37 |
| End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification.
|
EACL | 2017 | 14 |
| One-Shot Neural Cross-Lingual Transfer for Paradigm Completion.
|
ACL | 2017 | 39 |
| 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 |
| A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries.
|
WWW | 2016 | 35 |
| Learning Word Meta-Embeddings.
|
ACL | 2016 | 90 |
| Intrinsic Subspace Evaluation of Word Embedding Representations.
|
ACL | 2016 | 33 |
| Morphological Segmentation Inside-Out.
|
EMNLP | 2016 | 10 |
| Morphological Smoothing and Extrapolation of Word Embeddings.
|
ACL | 2016 | 63 |
| Simple Question Answering by Attentive Convolutional Neural Network.
|
COLING | 2016 | 147 |
| Neural Morphological Analysis: Encoding-Decoding Canonical Segments.
|
EMNLP | 2016 | 40 |
| Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection.
|
ACL | 2016 | 83 |
| LAMB: A Good Shepherd of Morphologically Rich Languages.
|
EMNLP | 2016 | 8 |
| Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction.
|
COLING | 2016 | 168 |
| Word Embedding Calculus in Meaningful Ultradense Subspaces.
|
ACL | 2016 | 45 |
| Joint Lemmatization and Morphological Tagging with Lemming.
|
EMNLP | 2015 | 100 |
| Labeled Morphological Segmentation with Semi-Markov Models.
|
CoNLL | 2015 | 43 |
| Corpus-level Fine-grained Entity Typing Using Contextual Information.
|
EMNLP | 2015 | 67 |
| Online Updating of Word Representations for Part-of-Speech Tagging.
|
EMNLP | 2015 | 18 |
| AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes.
|
ACL | 2015 | 290 |
| MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity.
|
ACL | 2015 | 69 |
| Multichannel Variable-Size Convolution for Sentence Classification.
|
CoNLL | 2015 | 142 |
| Learning Better Embeddings for Rare Words Using Distributional Representations.
|
EMNLP | 2015 | 9 |
| Using Mined Coreference Chains as a Resource for a Semantic Task.
|
EMNLP | 2014 | 25 |
| Improving Citation Polarity Classification with Product Reviews.
|
ACL | 2014 | 12 |
| CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure.
|
ACL | 2014 | 34 |
| Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents.
|
COLING | 2014 | 40 |
| Fine-Grained Contextual Predictions for Hard Sentiment Words.
|
EMNLP | 2014 | 0 |
| Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning.
|
EACL | 2014 | 2 |
| Dependency parsing with latent refinements of part-of-speech tags.
|
EMNLP | 2014 | 4 |
| Picking the Amateur's Mind - Predicting Chess Player Strength from Game Annotations.
|
COLING | 2014 | 0 |
| Efficient Higher-Order CRFs for Morphological Tagging.
|
EMNLP | 2013 | 209 |
| Sentiment Relevance.
|
ACL | 2013 | 23 |
| Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging.
|
IJCNLP | 2013 | 12 |
| The Topology of Semantic Knowledge.
|
EMNLP | 2013 | 3 |
| Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus.
|
IJCNLP | 2013 | 5 |
| Bootstrapping Semantic Lexicons for Technical Domains.
|
IJCNLP | 2013 | 9 |
| 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 | 51 |
| 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 | 14 |
| Crosslingual distant supervision for extracting relations of different complexity.
|
CIKM | 2012 | 12 |
| Sense discrimination for physics retrieval.
|
SIGIR | 2011 | 10 |
| A Cascaded Classification Approach to Semantic Head Recognition.
|
EMNLP | 2011 | 10 |
| Integrating history-length interpolation and classes in language modeling.
|
ACL | 2011 | 9 |
| Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition.
|
ACL | 2011 | 38 |
| Bootstrapping coreference resolution using word associations.
|
ACL | 2011 | 30 |
| Active Learning with Amazon Mechanical Turk.
|
EMNLP | 2011 | 86 |
| Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes.
|
ACL | 2011 | 10 |
| Relational feature engineering of natural language processing.
|
CIKM | 2010 | 15 |
| IR, NLP, and Visualization.
|
ECIR | 2010 | 1 |
| Self-Annotation for fine-grained geospatial relation extraction.
|
COLING | 2010 | 13 |
| Frequency Matters: Pitch Accents and Information Status.
|
EACL | 2009 | 11 |
| Rich Bitext Projection Features for Parse Reranking.
|
EACL | 2009 | 10 |
| Stopping Criteria for Active Learning of Named Entity Recognition.
|
COLING | 2008 | 84 |
| A Graph-theoretic Model of Lexical Syntactic Acquisition.
|
EMNLP | 2008 | 10 |
| Disorder inequality: a combinatorial approach to nearest neighbor search.
|
WSDM | 2008 | 44 |
| Improving active learning recall via disjunctive boolean constraints.
|
SIGIR | 2007 | 1 |
| The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation.
|
ACL | 2006 | 9 |
| Performance thresholding in practical text classification.
|
CIKM | 2006 | 54 |
| 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 |
| Automatic Detection of Text Genre.
|
ACL | 1997 | 491 |
| Projections for Efficient Document Clustering.
|
SIGIR | 1997 | 7 |
| Method Combination For Document Filtering.
|
SIGIR | 1996 | 133 |
| A Comparison of Classifiers and Document Representations for the Routing Problem.
|
SIGIR | 1995 | 580 |
| Part-of-Speech Tagging using a Variable Memory Markov Model.
|
ACL | 1994 | 76 |
| Part-of-Speech Induction from Scratch.
|
ACL | 1993 | 151 |
| Word Space.
|
NIPS/NeurIPS | 1992 | 315 |
| Communication and Inference through Situations.
|
IJCAI | 1991 | 17 |