Benjamin Roth

发表

Knowledge Base Completion using Compositional Vector Space Models

Arvind Neelakantan, A. McCallum, Benjamin Roth, 2014 .

Effective Slot Filling Based on Shallow Distant Supervision Methods pdf

Dietrich Klakow, Michael Wiegand, Benjamin Roth, 2014, TAC.

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

Benjamin Roth, Martin Schmitt, Simon Steinheber, 2018, EMNLP.

WeaNF: Weak Supervision with Normalizing Flows

Benjamin Roth, A. Stephan, 2022, 2204.13409.

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

Benjamin Roth, Lukas Thoma, 2022, ArXiv.

Topic Segmentation of Research Article Collections

Benjamin Roth, Erion cCano, 2022, ArXiv.

WeaNF”:" Weak Supervision with Normalizing Flows

Benjamin Roth, Andreas Stephan, Andreas Stephan, 2022, REPL4NLP.

SepLL: Separating Latent Class Labels from Weak Supervision Noise

Vasiliki Kougia, Benjamin Roth, Andreas Stephan, 2022, EMNLP.

A Gold Standard for Relation Extraction in the Food Domain

Dietrich Klakow, Michael Wiegand, Benjamin Roth, 2012, LREC.

Joint Bootstrapping Machines for High Confidence Relation Extraction pdf

Hinrich Schütze, Pankaj Gupta, Benjamin Roth, 2018, NAACL.

Compositional Vector Space Models for Knowledge Base Completion

Andrew McCallum, Benjamin Roth, Arvind Neelakantan, 2015, ACL.

Interpretable Question Answering on Knowledge Bases and Text

Benjamin Roth, Nina Pörner, Alona Sydorova, 2019, ACL.

Evaluating neural network explanation methods using hybrid documents and morphological agreement

Hinrich Schütze, Nina Poerner, Benjamin Roth, 2018 .

Compositional Vector Space Models for Knowledge Base Inference

Andrew McCallum, Benjamin Roth, Arvind Neelakantan, 2015, AAAI Spring Symposia.

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

Benjamin Roth, Ivan Bilan, Benjamin Roth, 2018, ArXiv.

A survey of noise reduction methods for distant supervision

Dietrich Klakow, Michael Wiegand, Benjamin Roth, 2013, AKBC '13.

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

Caroline Sporleder, Benjamin Roth, Linlin Li, 2010, ACL.

A survey on the role of negation in sentiment analysis

Dietrich Klakow, Andrés Montoyo, Michael Wiegand, 2010, NeSp-NLP@ACL.

Multilingual Relation Extraction using Compositional Universal Schema pdf

Andrew McCallum, Benjamin Roth, David Belanger, 2015, NAACL.

Combining Wikipedia-Based Concept Models for Cross-Language Retrieval

Dietrich Klakow, Benjamin Roth, D. Klakow, 2010, IRFC.

Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement

Hinrich Schütze, Benjamin Roth, Nina Pörner, 2018, ACL.

Ranking vs. Classifying: Measuring Knowledge Base Completion Quality

Benjamin Roth, Martin Schmitt, Marina Speranskaya, 2020, AKBC.

Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal

Benjamin Roth, Anastasiia Sedova, Lena Zellinger, 2023, ArXiv.

Cross-functional Analysis of Generalization in Behavioral Learning

Pedro Henrique Luz de Araujo, Benjamin Roth, P. H. L. D. Araujo, 2023, Transactions of the Association for Computational Linguistics.

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

Benjamin Roth, Anastasiia Sedova, 2022, ArXiv.

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

Benjamin Roth, P. H. L. D. Araujo, 2022, NLPPOWER.

Knodle: Modular Weakly Supervised Learning with PyTorch pdf

Benjamin Roth, Marina Speranskaya, Anastasiia Sedova, 2021, REPL4NLP.

Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns

Dietrich Klakow, Benjamin Roth, Jens Illig, 2014, EACL.

Intent Recognition in Doctor-Patient Interviews

Benjamin Roth, Robin Rojowiec, Maximilian Fink, 2020, LREC.

Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features

Michael Wiegand, Josef Ruppenhofer, Benjamin Roth, 2017, IJCNLP.

Interpretable Textual Neuron Representations for NLP

Hinrich Schütze, Benjamin Roth, Nina Pörner, 2018, BlackboxNLP@EMNLP.

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

Benjamin Roth, Benjamin Roth, 2014 .

ReInform: Selecting paths with reinforcement learning for contextualized link prediction

Benjamin Roth, M. Speranskaya, Sameh Methias, 2022, ArXiv.

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

Benjamin Roth, Anastasiia Sedova, 2022, EMNLP.

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling

Heike Adel, Hinrich Schütze, Benjamin Roth, 2016, NAACL.

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

Dietrich Klakow, Katharina Kann, Barbara Plank, 2021, ArXiv.