← Authors

Hinrich Schütze

197 papers · 2006–2025 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (19) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (27) 🧬 Topic Evolution 🏆 Keyword Champion (6) 🔬 Deep Specialist (24) 🤝 Dynamic Duo (16) ⚡ Prolific Year (26) 💎 Century Club (197) 🗃️ Keyword Collector (497) ❓ The Questioner (6) 📈 Trend Setter 🔥 Unstoppable (18) 🚀 Conference Pioneer

Conferences

EMNLP (51) ACL (44) COLING (27) NAACL (25) EACL (18) IJCNLP (12) AAAI (7) CONLL (6) SEMEVAL (4) AACL (1) ICML (1) NIPS (1)

Top co-authors

Philipp Dufter (16) Pankaj Gupta (14) Wenpeng Yin (13) Yadollah Yaghoobzadeh (10) Katharina Kann (10) Ryan Cotterell (9) Heike Adel (9) Valentin Hofmann (9) Martin Schmitt (9) Timo Schick (9)

Research topics

Applications (2) Linguistics (1)

Keywords

pretrained language model (22) word embedding (18) low-resource language (13) few-shot learning (12) multilingual nlp (9) neural network (9) text classification (8) domain adaptation (8) recurrent neural network (8) language model (8) contextualized embedding (7) cross-lingual transfer (7) natural language processing (6) word alignment (6) natural language inference (6) transfer learning (6) unsupervised learning (6) knowledge graph (6) zero-shot learning (5) parallel corpus (5)

Papers

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