Hinrich Schütze

XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025 A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities EMNLP 2025 Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025 Construction-Based Reduction of Translationese for Low-Resource Languages: A Pilot Study on Bavarian ACL 2025 How Transliterations Improve Crosslingual Alignment COLING 2025 TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data COLING 2025 MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024 SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment COLING 2024 Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs COLING 2024 UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies COLING 2024 GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages NIPS 2024 Collaborative Development of Modular Open Source Educational Resources for Natural Language Processing ACL 2024 Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024 GlotScript: A Resource and Tool for Low Resource Writing System Identification COLING 2024 MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank COLING 2024 PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism ACL 2023 NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis SEMEVAL 2023 Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages EMNLP 2023 LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023 Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages EACL 2023 NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis ACL 2023 On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss ACL 2023 Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023 ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations ACL 2023 How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives ACL 2023 A Crosslingual Investigation of Conceptualization in 1335 Languages ACL 2023 Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages ACL 2023 Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes NAACL 2022 Separating Hate Speech and Offensive Language Classes via Adversarial Debiasing NAACL 2022 Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging EMNLP 2022 The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022 Federated Continual Learning for Text Classification via Selective Inter-client Transfer EMNLP 2022 Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022 Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging AACL 2022 Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022 Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging IJCNLP 2022 Investigating Pretrained Language Models for Graph-to-Text Generation EMNLP 2021 Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words ACL 2021 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021 Dynamic Contextualized Word Embeddings ACL 2021 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ACL 2021 Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021 Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021 Language Models for Lexical Inference in Context EACL 2021 Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models EACL 2021 Multidomain Pretrained Language Models for Green NLP EACL 2021 Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data EACL 2021 Few-Shot Text Generation with Natural Language Instructions EMNLP 2021 Generating Datasets with Pretrained Language Models EMNLP 2021 Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021 Graph Algorithms for Multiparallel Word Alignment EMNLP 2021 Discrete and Soft Prompting for Multilingual Models EMNLP 2021 BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief EMNLP 2021 Wine is not v i n. On the Compatibility of Tokenizations across Languages EMNLP 2021 BERT Cannot Align Characters EMNLP 2021 Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words IJCNLP 2021 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters IJCNLP 2021 Dynamic Contextualized Word Embeddings IJCNLP 2021 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus IJCNLP 2021 It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners NAACL 2021 Static Embeddings as Efficient Knowledge Bases? NAACL 2021 Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021 Identifying Automatically Generated Headlines using Transformers NAACL 2021 Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021 Fine-Grained Argument Unit Recognition and Classification AAAI 2020 Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020 Predicting the Growth of Morphological Families from Social and Linguistic Factors ACL 2020 Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020 BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020 A Graph Auto-encoder Model of Derivational Morphology ACL 2020 EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes COLING 2020 Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction COLING 2020 Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020 TopicBERT for Energy Efficient Document Classification EMNLP 2020 EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes SEMEVAL 2020 An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing EMNLP 2020 Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention COLING 2020 Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING 2020 Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification COLING 2020 Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020 DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020 Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020 Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking AAAI 2020 TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain AAAI 2020 Are Pretrained Language Models Symbolic Reasoners over Knowledge? CONLL 2020 BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA EMNLP 2020 Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020 E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020 Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020 Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging NAACL 2019 Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019 News Article Teaser Tweets and How to Generate Them NAACL 2019 Neural Relation Extraction within and across Sentence Boundaries AAAI 2019 Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ACL 2019 SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019 A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019 Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ACL 2019 Learning Semantic Representations for Novel Words: Leveraging Both Form and Context AAAI 2019 Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019 Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection IJCNLP 2019 Analytical Methods for Interpretable Ultradense Word Embeddings IJCNLP 2019 Analytical Methods for Interpretable Ultradense Word Embeddings EMNLP 2019 Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019 Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019 BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions EMNLP 2019 Neural Architectures for Fine-Grained Propaganda Detection in News EMNLP 2019 LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation EMNLP 2018 Interpretable Textual Neuron Representations for NLP EMNLP 2018 Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018 Proceedings of the Second Workshop on Subword/Character LEvel Models NAACL 2018 Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable ACL 2018 Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018 Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018 Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time NAACL 2018 Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018 End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL 2018 Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018 Embedding Learning Through Multilingual Concept Induction ACL 2018 Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts COLING 2018 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing EMNLP 2018 Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018 Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities EACL 2017 Exploring Different Dimensions of Attention for Uncertainty Detection EACL 2017 The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection CONLL 2017 Training Data Augmentation for Low-Resource Morphological Inflection CONLL 2017 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL 2017 Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages EMNLP 2017 Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification EMNLP 2017 End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification EACL 2017 Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017 Nonsymbolic Text Representation EACL 2017 Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL 2017 Neural Multi-Source Morphological Reinflection EACL 2017 Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction COLING 2016 Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection ACL 2016 Word Embedding Calculus in Meaningful Ultradense Subspaces ACL 2016 Morphological Smoothing and Extrapolation of Word Embeddings ACL 2016 Learning Word Meta-Embeddings ACL 2016 Intrinsic Subspace Evaluation of Word Embedding Representations ACL 2016 A Joint Model of Orthography and Morphological Segmentation NAACL 2016 Ultradense Word Embeddings by Orthogonal Transformation NAACL 2016 Comparing Convolutional Neural Networks to Traditional Models for Slot Filling NAACL 2016 LAMB: A Good Shepherd of Morphologically Rich Languages EMNLP 2016 Neural Morphological Analysis: Encoding-Decoding Canonical Segments EMNLP 2016 Morphological Segmentation Inside-Out EMNLP 2016 Combining Recurrent and Convolutional Neural Networks for Relation Classification NAACL 2016 Simple Question Answering by Attentive Convolutional Neural Network COLING 2016 MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity ACL 2015 MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity IJCNLP 2015 AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes IJCNLP 2015 Joint Lemmatization and Morphological Tagging with Lemming EMNLP 2015 Online Updating of Word Representations for Part-of-Speech Tagging EMNLP 2015 Corpus-level Fine-grained Entity Typing Using Contextual Information EMNLP 2015 Learning Better Embeddings for Rare Words Using Distributional Representations EMNLP 2015 Convolutional Neural Network for Paraphrase Identification NAACL 2015 Morphological Word-Embeddings NAACL 2015 Discriminative Phrase Embedding for Paraphrase Identification NAACL 2015 AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes ACL 2015 Multichannel Variable-Size Convolution for Sentence Classification CONLL 2015 Labeled Morphological Segmentation with Semi-Markov Models CONLL 2015 CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter SEMEVAL 2015 Using Mined Coreference Chains as a Resource for a Semantic Task EMNLP 2014 Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents COLING 2014 Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning EACL 2014 Picking the Amateur’s Mind - Predicting Chess Player Strength from Game Annotations COLING 2014 Fine-Grained Contextual Predictions for Hard Sentiment Words EMNLP 2014 CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure ACL 2014 Improving Citation Polarity Classification with Product Reviews ACL 2014 An Exploration of Embeddings for Generalized Phrases ACL 2014 Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus IJCNLP 2013 Bootstrapping Semantic Lexicons for Technical Domains IJCNLP 2013 The Topology of Semantic Knowledge EMNLP 2013 Efficient Higher-Order CRFs for Morphological Tagging EMNLP 2013 Sentiment Relevance ACL 2013 Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging IJCNLP 2013 Active Learning for Coreference Resolution NAACL 2012 Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme COLING 2012 Classification of Inconsistent Sentiment Words using Syntactic Constructions COLING 2012 Automatic Detection of Point of View Differences in Wikipedia COLING 2012 Automatic generation of short informative sentiment summaries EACL 2012 Active Learning with Amazon Mechanical Turk EMNLP 2011 Integrating history-length interpolation and classes in language modeling ACL 2011 Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition ACL 2011 A Cascaded Classification Approach to Semantic Head Recognition EMNLP 2011 Self-Annotation for fine-grained geospatial relation extraction COLING 2010 A Linguistically Grounded Graph Model for Bilingual Lexicon Extraction COLING 2010 SUCRE: A Modular System for Coreference Resolution SEMEVAL 2010 Bitext-Based Resolution of German Subject-Object Ambiguities NAACL 2010 Sentiment Translation through Multi-Edge Graphs COLING 2010 Frequency Matters: Pitch Accents and Information Status EACL 2009 Rich Bitext Projection Features for Parse Reranking EACL 2009 Stopping Criteria for Active Learning of Named Entity Recognition COLING 2008 A Graph-theoretic Model of Lexical Syntactic Acquisition EMNLP 2008 The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation ACL 2006 A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora CONLL 2006 The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation COLING 2006