NLPExplorer

Hinrich Schutze

Number of Papers:- 164

Number of Citations:- 987

First ACL Paper:- 1993

Latest ACL Paper:- 2020

Venues:-

COLING

ALNLP

WASSA

NAACL

*SEMEVAL

LREC

ACL

SCLeM

TACL

SemEval

EACL

SemDeep

EMNLP

Findings

SIGMORPHON

IJCNLP

BUCC

CoNLL

INLG

Co-Authors:-

Alexandros Potamianos

Similar Authors:-

Predicting the Growth of Morphological Families from Social and Linguistic Factors ACL

Valentin Hofmann | Janet Pierrehumbert | Hinrich Schütze |

Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL

Nina Poerner | Ulli Waltinger | Hinrich Schütze |

Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL

Nora Kassner | Hinrich Schütze |

BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL

Timo Schick | Hinrich Schütze |

A Graph Auto-encoder Model of Derivational Morphology ACL

Valentin Hofmann | Hinrich Schütze | Janet Pierrehumbert |

Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING

Sheng Liang | Philipp Dufter | Hinrich Schütze |

Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction COLING

Silvia Severini | Viktor Hangya | Alexander Fraser | Hinrich Schütze |

EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes COLING SemEval

Ehsaneddin Asgari | Christoph Ringlstetter | Hinrich Schütze |

Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification COLING

Timo Schick | Helmut Schmid | Hinrich Schütze |

Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention COLING

Philipp Dufter | Martin Schmitt | Hinrich Schütze |

Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP Findings

Nina Poerner | Ulli Waltinger | Hinrich Schütze |

SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP Findings

Masoud Jalili Sabet | Philipp Dufter | François Yvon | Hinrich Schütze |

Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP

BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA EMNLP Findings

Nora Kassner | Hinrich Schütze |

Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP Findings

Mengjie Zhao | Philipp Dufter | Yadollah Yaghoobzadeh | Hinrich Schütze |

DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP

Valentin Hofmann | Janet Pierrehumbert | Hinrich Schütze |

E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP Findings

Nina Poerner | Ulli Waltinger | Hinrich Schütze |

TopicBERT for Energy Efficient Document Classification EMNLP Findings

An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing EMNLP

Martin Schmitt | Sahand Sharifzadeh | Volker Tresp | Hinrich Schütze |

Are Pretrained Language Models Symbolic Reasoners over Knowledge? CoNLL

Nora Kassner | Benno Krojer | Hinrich Schütze |

Identifying Elements Essential for BERT’s Multilinguality EMNLP

Philipp Dufter | Hinrich Schütze |

LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020 BUCC LREC WS

Silvia Severini | Viktor Hangya | Alexander Fraser | Hinrich Schütze |

ThaiLMCut: Unsupervised Pretraining for Thai Word Segmentation LREC

Embedding Space Correlation as a Measure of Domain Similarity LREC

Anne Beyer | Göran Kauermann | Hinrich Schütze |

Analytical Methods for Interpretable Ultradense Word Embeddings EMNLP

Philipp Dufter | Hinrich Schütze |

Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP

Nina Poerner | Hinrich Schütze |

Neural Architectures for Fine-Grained Propaganda Detection in News EMNLP WS

Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP WS

Pankaj Gupta | Usama Yaseen | Hinrich Schütze |

BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions EMNLP WS

Pankaj Gupta | Yatin Chaudhary | Hinrich Schütze |

Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL

Timo Schick | Hinrich Schütze |

Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging NAACL

Apostolos Kemos | Heike Adel | Hinrich Schütze |

News Article Teaser Tweets and How to Generate Them NAACL

Sanjeev Kumar Karn | Mark Buckley | Ulli Waltinger | Hinrich Schütze |

Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ACL

Marina Sedinkina | Nikolas Breitkopf | Hinrich Schütze |

SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL

Martin Schmitt | Hinrich Schütze |

A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL

Mengjie Zhao | Hinrich Schütze |

Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ACL

Towards Summarization for Social Media - Results of the TL;DR Challenge INLG WS

Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING

Wenpeng Yin | Yadollah Yaghoobzadeh | Hinrich Schütze |

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing EMNLP

Yadollah Yaghoobzadeh | Hinrich Schütze |

Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP

Katharina Kann | Hinrich Schütze |

Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL

Pankaj Gupta | Benjamin Roth | Hinrich Schütze |

Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL

Katharina Kann | Jesus Manuel Mager Hois | Ivan Vladimir Meza-Ruiz | Hinrich Schütze |

Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time NAACL

Pankaj Gupta | Subburam Rajaram | Hinrich Schütze | Bernt Andrassy |

Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL

Nina Poerner | Hinrich Schütze | Benjamin Roth |

Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable ACL

Viktor Hangya | Fabienne Braune | Alexander Fraser | Hinrich Schütze |

Embedding Learning Through Multilingual Concept Induction ACL

End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL

Wenpeng Yin | Dan Roth | Hinrich Schütze |

Joint Semantic Synthesis and Morphological Analysis of the Derived Word TACL

Ryan Cotterell | Hinrich Schütze |

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms TACL

Wenpeng Yin | Hinrich Schütze |

Proceedings of the Second Workshop on Subword/Character LEvel Models NAACL SCLeM WS

Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL WS

Yadollah Yaghoobzadeh | Katharina Kann | Hinrich Schütze |

Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts COLING SemDeep WS

Pankaj Gupta | Bernt Andrassy | Hinrich Schütze |

LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation EMNLP WS

Pankaj Gupta | Hinrich Schütze |

Interpretable Textual Neuron Representations for NLP EMNLP WS

Nina Poerner | Benjamin Roth | Hinrich Schütze |

Task Proposal: The TL;DR Challenge INLG WS

Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages EMNLP

Ehsaneddin Asgari | Hinrich Schütze |

Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification EMNLP

Heike Adel | Hinrich Schütze |

Exploring Different Dimensions of Attention for Uncertainty Detection EACL

Heike Adel | Hinrich Schütze |

Neural Multi-Source Morphological Reinflection EACL

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities EACL

Yadollah Yaghoobzadeh | Hinrich Schütze |

Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL

Wenpeng Yin | Hinrich Schütze |

Nonsymbolic Text Representation EACL

Hinrich Schütze |

Noise Mitigation for Neural Entity Typing and Relation Extraction EACL

Yadollah Yaghoobzadeh | Heike Adel | Hinrich Schütze |

End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification EACL

Sanjeev Karn | Ulli Waltinger | Hinrich Schütze |

Statistical Models for Unsupervised, Semi-Supervised Supervised Transliteration Mining CL

Hassan Sajjad | Helmut Schmid | Alexander Fraser | Hinrich Schütze |

AutoExtend: Combining Word Embeddings with Semantic Resources CL

Sascha Rothe | Hinrich Schütze |

Training Data Augmentation for Low-Resource Morphological Inflection CoNLL

Toms Bergmanis | Katharina Kann | Hinrich Schütze | Sharon Goldwater |

The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection CoNLL

Katharina Kann | Hinrich Schütze |

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Proceedings of the First Workshop on Subword and Character Level Models in NLP WS

Manaal Faruqui | Hinrich Schuetze | Isabel Trancoso | Yadollah Yaghoobzadeh |

Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models WS

Katharina Kann | Hinrich Schütze |

Simple Question Answering by Attentive Convolutional Neural Network COLING

Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction COLING

Pankaj Gupta | Hinrich Schütze | Bernt Andrassy |

LAMB: A Good Shepherd of Morphologically Rich Languages EMNLP

Sebastian Ebert | Thomas Müller | Hinrich Schütze |

Neural Morphological Analysis: Encoding-Decoding Canonical Segments EMNLP

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Morphological Segmentation Inside-Out EMNLP

Ryan Cotterell | Arun Kumar | Hinrich Schütze |

Combining Recurrent and Convolutional Neural Networks for Relation Classification NAACL

Ngoc Thang Vu | Heike Adel | Pankaj Gupta | Hinrich Schütze |

A Joint Model of Orthography and Morphological Segmentation NAACL

Ryan Cotterell | Tim Vieira | Hinrich Schütze |

Ultradense Word Embeddings by Orthogonal Transformation NAACL

Sascha Rothe | Sebastian Ebert | Hinrich Schütze |

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling NAACL

Heike Adel | Benjamin Roth | Hinrich Schütze |

Intrinsic Subspace Evaluation of Word Embedding Representations ACL

Yadollah Yaghoobzadeh | Hinrich Schütze |

Learning Word Meta-Embeddings ACL

Wenpeng Yin | Hinrich Schütze |

Morphological Smoothing and Extrapolation of Word Embeddings ACL

Ryan Cotterell | Hinrich Schütze | Jason Eisner |

Word Embedding Calculus in Meaningful Ultradense Subspaces ACL

Sascha Rothe | Hinrich Schütze |

Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection ACL

Katharina Kann | Hinrich Schütze |

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs TACL

Wenpeng Yin | Hinrich Schütze | Bing Xiang | Bowen Zhou |

Attention-Based Convolutional Neural Network for Machine Comprehension WS

Wenpeng Yin | Sebastian Ebert | Hinrich Schütze |

MED: The LMU System for the SIGMORPHON 2016 Shared Task on Morphological Reinflection SIGMORPHON WS

Katharina Kann | Hinrich Schütze |

Learning Better Embeddings for Rare Words Using Distributional Representations EMNLP

Irina Sergienya | Hinrich Schütze |

Corpus-level Fine-grained Entity Typing Using Contextual Information EMNLP

Yadollah Yaghoobzadeh | Hinrich Schütze |

Online Updating of Word Representations for Part-of-Speech Tagging EMNLP

Wenpeng Yin | Tobias Schnabel | Hinrich Schütze |

Joint Lemmatization and Morphological Tagging with Lemming EMNLP

Thomas Müller | Ryan Cotterell | Alexander Fraser | Hinrich Schütze |

The Operation Sequence Model—Combining N-Gram-Based and Phrase-Based Statistical Machine Translation CL

Labeled Morphological Segmentation with Semi-Markov Models CoNLL

Ryan Cotterell | Thomas Müller | Alexander Fraser | Hinrich Schütze |

Multichannel Variable-Size Convolution for Sentence Classification CoNLL

Wenpeng Yin | Hinrich Schütze |

Robust Morphological Tagging with Word Representations NAACL

Thomas Müller | Hinrich Schuetze |

Convolutional Neural Network for Paraphrase Identification NAACL

Wenpeng Yin | Hinrich Schütze |

Morphological Word-Embeddings NAACL

Ryan Cotterell | Hinrich Schütze |

Discriminative Phrase Embedding for Paraphrase Identification NAACL

Wenpeng Yin | Hinrich Schütze |

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity ACL IJCNLP

Wenpeng Yin | Hinrich Schütze |

AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes ACL IJCNLP

Sascha Rothe | Hinrich Schütze |

CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter *SEMEVAL

Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze |

A Linguistically Informed Convolutional Neural Network WASSA WS

Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze |

Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents COLING

Alex Judea | Hinrich Schütze | Soeren Bruegmann |

Picking the Amateur’s Mind - Predicting Chess Player Strength from Game Annotations COLING

Christian Scheible | Hinrich Schütze |

Dependency parsing with latent refinements of part-of-speech tags EMNLP

Fine-Grained Contextual Predictions for Hard Sentiment Words EMNLP

Sebastian Ebert | Hinrich Schütze |

Using Mined Coreference Chains as a Resource for a Semantic Task EMNLP

Heike Adel | Hinrich Schütze |

Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning EACL

Christian Scheible | Hinrich Schütze |

CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure ACL

Sascha Rothe | Hinrich Schütze |

Improving Citation Polarity Classification with Product Reviews ACL

Charles Jochim | Hinrich Schütze |

An Exploration of Embeddings for Generalized Phrases ACL

Wenpeng Yin | Hinrich Schütze |

FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging TACL

Tobias Schnabel | Hinrich Schütze |

Efficient Higher-Order CRFs for Morphological Tagging EMNLP

Thomas Mueller | Helmut Schmid | Hinrich Schütze |

The Topology of Semantic Knowledge EMNLP

Jimmy Dubuisson | Jean-Pierre Eckmann | Christian Scheible | Hinrich Schütze |

Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging IJCNLP

Tobias Schnabel | Hinrich Schütze |

Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus IJCNLP

Patrick Ziering | Lonneke van der Plas | Hinrich Schütze |

Bootstrapping Semantic Lexicons for Technical Domains IJCNLP

Patrick Ziering | Lonneke van der Plas | Hinrich Schütze |

Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language CL

Sentiment Relevance ACL

Christian Scheible | Hinrich Schütze |

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL

Hinrich Schuetze | Pascale Fung | Massimo Poesio |

CodeX: Combining an SVM Classifier and Character N-gram Language Models for Sentiment Analysis on Twitter Text *SEMEVAL

Qi Han | Junfei Guo | Hinrich Schuetze |

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL

Hinrich Schuetze | Pascale Fung | Massimo Poesio |

Automatic Detection of Point of View Differences in Wikipedia COLING

Khalid Al Khatib | Hinrich Schütze | Cathleen Kantner |

Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme COLING

Charles Jochim | Hinrich Schütze |

Classification of Inconsistent Sentiment Words using Syntactic Constructions COLING

Wiltrud Kessler | Hinrich Schütze |

Automatic generation of short informative sentiment summaries EACL

Andrea Glaser | Hinrich Schütze |

Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank LREC

Christian Scheible | Hinrich Schütze |

A Comparative Investigation of Morphological Language Modeling for the Languages of the European Union NAACL

Thomas Mueller | Hinrich Schuetze | Helmut Schmid |

Active Learning for Coreference Resolution NAACL

Florian Laws | Florian Heimerl | Hinrich Schütze |

A Cascaded Classification Approach to Semantic Head Recognition EMNLP

Active Learning with Amazon Mechanical Turk EMNLP

Florian Laws | Christian Scheible | Hinrich Schütze |

Half-Context Language Models CL

Hinrich Schütze | Michael Walsh |

Bootstrapping coreference resolution using word associations ACL

Hamidreza Kobdani | Hinrich Schuetze | Michael Schiehlen | Hans Kamp |

Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition ACL

Stefan Rüd | Massimiliano Ciaramita | Jens Müller | Hinrich Schütze |

Integrating history-length interpolation and classes in language modeling ACL

Hinrich Schütze |

Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes ACL

Thomas Mueller | Hinrich Schuetze |

Supervised Coreference Resolution with SUCRE CoNLL WS

Hamidreza Kobdani | Hinrich Schuetze |

Self-Annotation for fine-grained geospatial relation extraction COLING

Andre Blessing | Hinrich Schütze |

A Linguistically Grounded Graph Model for Bilingual Lexicon Extraction COLING

Sentiment Translation through Multi-Edge Graphs COLING

Christian Scheible | Florian Laws | Lukas Michelbacher | Hinrich Schütze |

Identification of Rare & Novel Senses Using Translations in a Parallel Corpus LREC

Richard Schwarz | Hinrich Schütze | Fabienne Martin | Achim Stein |

BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do LREC

Building a Cross-lingual Relatedness Thesaurus using a Graph Similarity Measure LREC

Fine-Grained Geographical Relation Extraction from Wikipedia LREC

Andre Blessing | Hinrich Schütze |

Bitext-Based Resolution of German Subject-Object Ambiguities NAACL

Florian Schwarck | Alexander Fraser | Hinrich Schütze |

SUCRE: A Modular System for Coreference Resolution *SEMEVAL

Hamidreza Kobdani | Hinrich Schütze |

Rich Bitext Projection Features for Parse Reranking EACL

Alexander Fraser | Renjing Wang | Hinrich Schütze |

Frequency Matters: Pitch Accents and Information Status EACL

Unsupervised Classification with Dependency Based Word Spaces WS

Klaus Rothenhäusler | Hinrich Schütze |

On Proper Unit Selection in Active Learning: Co-Selection Effects for Named Entity Recognition ALNLP WS

Katrin Tomanek | Florian Laws | Udo Hahn | Hinrich Schütze |

Stopping Criteria for Active Learning of Named Entity Recognition COLING

Florian Laws | Hinrich Schütze |

A Graph-theoretic Model of Lexical Syntactic Acquisition EMNLP

Hinrich Schütze | Michael Walsh |

An Inverted Index for Storing and Retrieving Grammatical Dependencies LREC

Michaela Atterer | Hinrich Schütze |

A Question Answering System for German. Experiments with Morphological Linguistic Resources LREC

Florian Koehler | Hinrich Schuetze | Michaela Atterer |

Squibs: Prepositional Phrase Attachment without Oracles CL

Michaela Atterer | Hinrich Schütze |

The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation ACL COLING

Michaela Atterer | Hinrich Schütze |

A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora CoNLL WS

Michaela Atterer | Hinrich Schütze |

Book Reviews: Ambiguity Resolution in Language Learning: Computational and Cognitive Models CL

Hinrich Schütze |

Automatic Word Sense Discrimination CL

Hinrich Schütze |

Automatic Detection of Text Genre ACL EACL

Brett Kessler | Geoffrey Nunberg | Hinrich Schutze |

PART-OF-SPEECH TAGGING USING A VARIABLE MEMORY MARKOV MODEL ACL

Hinrich Schuetze | Yoram Singer |

PART-OF-SPEECH INDUCTION FROM SCRATCH ACL

Hinrich Schutze |

Customizing a Lexicon to Better Suit a Computational Task WS

Marti Hearst | Hinrich Schuetze |