Carsten Eickhoff

Orcid: 0000-0001-9895-4061

Affiliations:
  • University of Tübingen, Germany


According to our database1, Carsten Eickhoff authored at least 140 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Wasserstein adversarial learning based temporal knowledge graph embedding.
Inf. Sci., February, 2024

The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling.
CoRR, 2024

Beyond One-Time Validation: A Framework for Adaptive Validation of Prognostic and Diagnostic AI-based Medical Devices.
CoRR, 2024

What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation.
CoRR, 2024

Talking Heads: Understanding Inter-layer Communication in Transformer Language Models.
CoRR, 2024

Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Evaluating Search System Explainability with Psychometrics and Crowdsourcing.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Language Models Implement Simple Word2Vec-style Vector Arithmetic.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Retrieval Augmented Zero-Shot Text Classification.
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

Stable Anisotropic Regularization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Circuit Component Reuse Across Tasks in Transformer Language Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Re-Evaluating Evaluation for Multilingual Summarization.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Text Simplification via Adaptive Teaching.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Controllable Topic-Focused Abstractive Summarization.
CoRR, 2023

Impact Factors for Computer Science Conferences.
CoRR, 2023

One-Versus-Others Attention: Scalable Multimodal Integration.
CoRR, 2023

SSE: A Metric for Evaluating Search System Explainability.
CoRR, 2023

Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors.
CoRR, 2023

Neural Summarization of Electronic Health Records.
CoRR, 2023

Linearly Mapping from Image to Text Space.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Outlier Dimensions Encode Task Specific Knowledge.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Parameter-efficient Modularised Bias Mitigation via AdapterFusion.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest.
Proceedings of the Computing in Cardiology, 2023

Predictive Uncertainty-based Bias Mitigation in Ranking.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

SIMSUM: Document-level Text Simplification via Simultaneous Summarization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
CATS: Customizable Abstractive Topic-based Summarization.
ACM Trans. Inf. Syst., 2022

An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data.
npj Digit. Medicine, 2022

Multimodal attention-based deep learning for Alzheimer's disease diagnosis.
J. Am. Medical Informatics Assoc., 2022

Evaluating Search Explainability with Psychometrics and Crowdsourcing.
CoRR, 2022

Garden-Path Traversal within GPT-2.
CoRR, 2022

Pretraining on Interactions for Learning Grounded Affordance Representations.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ACQuA: Anomaly Classification with Quasi-Attractors.
Proceedings of the Computing in Cardiology, 2022

Garden Path Traversal in GPT-2.
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

When BERT Fails - The Limits of EHR Classification.
Proceedings of the AMIA 2022, 2022

IsoScore: Measuring the Uniformity of Embedding Space Utilization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

NEWTS: A Corpus for News Topic-Focused Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking.
CoRR, 2021

Image-Like Graph Representations for Improved Molecular Property Prediction.
CoRR, 2021

A Novel Corpus of Discourse Structure in Humans and Computers.
CoRR, 2021

IsoScore: Measuring the Uniformity of Vector Space Utilization.
CoRR, 2021

PoolRank: Max/Min Pooling-based Ranking Loss for Listwise Learning & Ranking Balance.
CoRR, 2021

ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss.
CoRR, 2021

The Cross-Lingual Arabic Information REtrieval (CLAIRE) System.
CoRR, 2021

Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification.
CoRR, 2021

Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings.
Briefings Bioinform., 2021

TripClick: The Log Files of a Large Health Web Search Engine.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Transformer-based Framework for Multivariate Time Series Representation Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Self-Supervised Neural Topic Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Can computers tell a story? Discourse Structure in Computer-generated Text and Humans.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Narratives of Consensus: a Decade of Reddit Discourse on Marijuana Legalization.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020
Report on CLEF 2020.
SIGIR Forum, 2020

Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance.
npj Digit. Medicine, 2020

Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces.
CoRR, 2020

Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support.
CoRR, 2020

Mining Misdiagnosis Patterns from Biomedical Literature.
CoRR, 2020

Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction.
CoRR, 2020

Overview of the Health Search and Data Mining (HSDM 2020) Workshop.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Search Result Explanations Improve Efficiency and Trust.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures.
Proceedings of the AMIA 2020, 2020

2019
Categorization of free-text drug orders using character-level recurrent neural networks.
Int. J. Medical Informatics, 2019

Dynamic compression schemes for graph coloring.
Bioinform., 2019

Brown University at TREC Deep Learning 2019.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Brown University at TREC Precision Medicine 2019.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

On the Effect of Low-Frequency Terms on Neural-IR Models.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Generative Adversarial Networks in Precision Oncology.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Enriching Word Embeddings for Patent Retrieval with Global Context.
Proceedings of the Advances in Information Retrieval, 2019

2018
Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling.
ACM Trans. Inf. Syst., 2018

Embedding Electronic Health Records for Clinical Information Retrieval.
CoRR, 2018

Cognitive Biases in Crowdsourcing.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Brown University at TREC Precision Medicine 2018.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Web2Text: Deep Structured Boilerplate Removal.
Proceedings of the Advances in Information Retrieval, 2018

Biomedical Question Answering via Weighted Neural Network Passage Retrieval.
Proceedings of the Advances in Information Retrieval, 2018


Overview of the ImageCLEF 2018 Caption Prediction Tasks.
Proceedings of the Working Notes of CLEF 2018, 2018

Distant Supervision in Clinical Information Retrieval.
Proceedings of the AMIA 2018, 2018

2017
Introduction to the special issue on search as learning.
Inf. Retr. J., 2017

Unsupervised Spatio-Temporal Embeddings for User and Location Modelling.
CoRR, 2017

Evaluating Music Recommender Systems for Groups.
CoRR, 2017

ETH Zurich at TREC Precision Medicine 2017.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Computing Web-scale Topic Models using an Asynchronous Parameter Server.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Overview of ImageCLEF 2017: Information Extraction from Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Ranking and Feedback-based Stopping for Recall-Centric Document Retrieval.
Proceedings of the Working Notes of CLEF 2017, 2017

Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
"Robust statistical methods in web retrieval" by Carsten Eickhoff and Arjen P. de Vries, with Martin Vesely as coordinator.
SIGWEB Newsl., 2016

Efficient Parallel Learning of Word2Vec.
CoRR, 2016

Privacy Leakage through Innocent Content Sharing in Online Social Networks.
CoRR, 2016

Semantic Place Descriptors for Classification and Map Discovery.
CoRR, 2016

Implicit Negative Feedback in Clinical Information Retrieval.
CoRR, 2016

Web-scale Topic Models in Spark: An Asynchronous Parameter Server.
CoRR, 2016

Neural Document Embeddings for Intensive Care Patient Mortality Prediction.
CoRR, 2016

Probabilistic Bag-Of-Hyperlinks Model for Entity Linking.
Proceedings of the 25th International Conference on World Wide Web, 2016

ETH Zurich at TREC Clinical Decision Support 2016.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Retrieval Techniques for Contextual Learning.
Proceedings of the Second International Workshop on Search as Learning, 2016

A Cross-Platform Collection of Social Network Profiles.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Probabilistic Local Expert Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

Active Content-Based Crowdsourcing Task Selection.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Modelling Term Dependence with Copulas.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

An Eye-Tracking Study of Query Reformulation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Human Intelligence in Search and Retrieval.
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015

Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Lessons from the journey: a query log analysis of within-session learning.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Interactive summarization of social media.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014

Geo-spatial Domain Expertise in Microblogs.
Proceedings of the Advances in Information Retrieval, 2014

Crowd-powered experts: helping surgeons interpret breast cancer images.
Proceedings of the First International Workshop on Gamification for Information Retrieval, 2014

Modelling Complex Relevance Spaces with Copulas.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Increasing cheat robustness of crowdsourcing tasks.
Inf. Retr., 2013

Personalizing atypical web search sessions.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Copulas for information retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Exploiting User Comments for Audio-Visual Content Indexing and Retrieval.
Proceedings of the Advances in Information Retrieval, 2013

Designing Human-Readable User Profiles for Search Evaluation.
Proceedings of the Advances in Information Retrieval, 2013

2012
Report on BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing.
SIGIR Forum, 2012

Want a coffee?: predicting users' trails.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Quality through flow and immersion: gamifying crowdsourced relevance assessments.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Relevance as a subjective and situational multidimensional concept.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

The BladeMistress Corpus: From Talk to Action in Virtual Worlds.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Supporting children's web search in school environments.
Proceedings of the Information Interaction in Context: 2012, 2012

EmSe: initial evaluation of a child-friendly medical search system.
Proceedings of the Information Interaction in Context: 2012, 2012

EmSe: Supporting Children's Information Needs within a Hospital Environment.
Proceedings of the Advances in Information Retrieval, 2012

Booksonline'12: 5th workshop on online books, complementary social media and their impact.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
A combined topical/non-topical approach to identifying web sites for children.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Managing the Quality of Large-Scale Crowdsourcing.
Proceedings of The Twentieth Text REtrieval Conference, 2011

DMIR on Microblog Track 2011.
Proceedings of The Twentieth Text REtrieval Conference, 2011

GeAnn at the TREC 2011 Crowdsourcing Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Web Search Query Assistance Functionality for Young Audiences.
Proceedings of the Advances in Information Retrieval, 2011

The where in the tweet.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Web page classification on child suitability.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010


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