Benjamin Roth

Yuxi Xia

Saskia Kaltenbrunner

Christoph Korab

CoRR, 2024

Counterfactual Reasoning with Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Lena Zellinger

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Text-Guided Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Functionality learning through specification instructions.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-functional Analysis of Generalisation in Behavioural Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal.

[BibT_eX]

[DOI]

Anastasiia Sedova

Lena Zellinger

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

MemeGraphs: Linking Memes to Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023

ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision.

[BibT_eX]

[DOI]

Anastasiia Sedova

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Seeing through the mess: evolutionary dynamics of lexical polysemy.

[BibT_eX]

[DOI]

Andreas Baumann

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion.

[BibT_eX]

[DOI]

Anastasiia Sedova

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

ReInform: Selecting paths with reinforcement learning for contextualized link prediction.

[BibT_eX]

[DOI]

Marina Speranskaya

Sameh Methias

CoRR, 2022

XPASC: Measuring Generalization in Weak Supervision.

[BibT_eX]

[DOI]

CoRR, 2022

Topic Segmentation of Research Article Collections.

[BibT_eX]

[DOI]

Erion Çano

CoRR, 2022

Is the Computation of Abstract Sameness Relations Human-Like in Neural Language Models?

[BibT_eX]

[DOI]

Lukas Thoma

CoRR, 2022

Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection.

[BibT_eX]

[DOI]

CoRR, 2022

WeaNF: Weak Supervision with Normalizing Flows.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

SepLL: Separating Latent Class Labels from Weak Supervision Noise.

[BibT_eX]

[DOI]

Vasiliki Kougia

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Focused Contrastive Training for Test-based Constituency Analysis.

[BibT_eX]

[DOI]

Erion Çano

CoRR, 2021

Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL).

[BibT_eX]

[DOI]

CoRR, 2021

Python for Linguists.

[BibT_eX]

[DOI]

Comput. Linguistics, 2021

Knodle: Modular Weakly Supervised Learning with PyTorch.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Data Centric Domain Adaptation for Historical Text with OCR Errors.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

KnowMAN: Weakly Supervised Multinomial Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Intent Recognition in Doctor-Patient Interviews.

[BibT_eX]

[DOI]

Robin Rojowiec

Maximilian Fink

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Dirichlet-Smoothed Word Embeddings for Low-Resource Settings.

[BibT_eX]

[DOI]

Jakob Jungmaier

Nora Kassner

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

UniSent: Universal Adaptable Sentiment Lexica for 1000+ Languages.

[BibT_eX]

[DOI]

Ehsaneddin Asgari

Fabienne Braune

Christoph Ringlstetter

Mohammad R. K. Mofrad

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Ranking vs. Classifying: Measuring Knowledge Base Completion Quality.

[BibT_eX]

[DOI]

Marina Speranskaya

Martin Schmitt

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Neural architectures for open-type relation argument extraction.

[BibT_eX]

[DOI]

Nat. Lang. Eng., 2019

Domain adaptation for part-of-speech tagging of noisy user-generated text.

[BibT_eX]

[DOI]

Luisa März

Dietrich Trautmann

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Interpretable Question Answering on Knowledge Bases and Text.

[BibT_eX]

[DOI]

Alona Sydorova

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective.

[BibT_eX]

[DOI]

CoRR, 2018

Position-aware Self-attention with Relative Positional Encodings for Slot Filling.

[BibT_eX]

[DOI]

Ivan Bilan

CoRR, 2018

Evaluating neural network explanation methods using hybrid documents and morphological prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Joint Bootstrapping Machines for High Confidence Relation Extraction.

[BibT_eX]

[DOI]

Pankaj Gupta

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Interpretable Textual Neuron Representations for NLP.

[BibT_eX]

[DOI]

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2016

Multilingual Relation Extraction using Compositional Universal Schema.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling.

[BibT_eX]

[DOI]

Heike Adel

Proceedings of the NAACL HLT 2016, 2016

CAPS-PRC: A System for Personality Recognition in Programming Code.

[BibT_eX]

[DOI]

Proceedings of the Working notes of FIRE 2016, 2016

Finding Relevant Relations in Relevant Documents.

[BibT_eX]

[DOI]

Michael Schuhmacher

Simone Paolo Ponzetto

Laura Dietz

Proceedings of the Advances in Information Retrieval, 2016

2015

Effective distant supervision for end-to-end knowledge base population systems.

[BibT_eX]

[DOI]

PhD thesis, 2015

Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2015

Compositional Vector Space Models for Knowledge Base Completion.

[BibT_eX]

[DOI]

Arvind Neelakantan

Andrew McCallum

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Compositional Vector Space Models for Knowledge Base Inference.

[BibT_eX]

[DOI]

Arvind Neelakantan

Andrew McCallum

Proceedings of the 2015 AAAI Spring Symposia, 2015

2014

Assessing Wikipedia-Based Cross-Language Retrieval Models.

[BibT_eX]

[DOI]

CoRR, 2014

Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns.

[BibT_eX]

[DOI]

Jens Illig

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Effective Slot Filling Based on Shallow Distant Supervision Methods.

[BibT_eX]

[DOI]

Proceedings of the Sixth Text Analysis Conference, 2013

Combining Generative and Discriminative Model Scores for Distant Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Feature-based models for improving the quality of noisy training data for relation extraction.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A survey of noise reduction methods for distant supervision.

[BibT_eX]

[DOI]

Proceedings of the 2013 workshop on Automated knowledge base construction, 2013

2012

Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012.

[BibT_eX]

[DOI]

Proceedings of the Fifth Text Analysis Conference, 2012

Web-Based Relation Extraction for the Food Domain.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2012

A Gold Standard for Relation Extraction in the Food Domain.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Data-driven knowledge extraction for the food domain.

[BibT_eX]

[DOI]

Proceedings of the 11th Conference on Natural Language Processing, 2012

2011

Saarland University Spoken Language Systems Group at TAC KBP 2011.

[BibT_eX]

[DOI]

Proceedings of the Fourth Text Analysis Conference, 2011

2010

Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010.

[BibT_eX]

[DOI]

Proceedings of the Third Text Analysis Conference, 2010

Cross-language retrieval using link-based language models.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Combining Wikipedia-Based Concept Models for Cross-Language Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multidisciplinary Retrieval, 2010

Machine Translation Using Overlapping Alignments and SampleRank.

[BibT_eX]

[DOI]

Proceedings of the 9th Conference of the Association for Machine Translation in the Americas: Research Papers, 2010

A survey on the role of negation in sentiment analysis.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010

Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection.

[BibT_eX]

[DOI]

Linlin Li