Hinrich Schütze
137 publications
17 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
| Name | Venue | Year | citations |
|---|---|---|---|
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 |