Günter Neumann

Affiliations:
  • German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany


According to our database1, Günter Neumann authored at least 122 papers between 1989 and 2023.

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Bibliography

2023
Auto-Encoding Questions with Retrieval Augmented Decoding for Unsupervised Passage Retrieval and Zero-Shot Question Generation.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Investigating the Encoding of Words in BERT's Neurons Using Feature Textualization.
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

2022
MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction.
CoRR, 2022

Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021
Towards End-to-End Multilingual Question Answering.
Inf. Syst. Frontiers, 2021

AutoEQA: Auto-Encoding Questions for Extractive Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020
Linguistically inspired morphological inflection with a sequence to sequence model.
CoRR, 2020

Automatic ICD Code Classification with Label Description Attention Mechanism.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Latent Feature Generation with Adversarial Learning for Aphasia Classification.
Proceedings of the 3rd RaPID Workshop: Resources and Processing of Linguistic, 2020

Wikinflection Corpus: A (Better) Multilingual, Morpheme-Annotated Inflectional Corpus.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Automatic Quantitative Prediction of Severity in Fluent Aphasia Using Sentence Representation Similarity.
Proceedings of the 3rd RaPID Workshop: Resources and Processing of Linguistic, 2020

LowFER: Low-rank Bilinear Pooling for Link Prediction.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

2019
Integrating heterogeneous sources for predicting question temporal anchors across Yahoo! Answers.
Inf. Fusion, 2019

DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

MLT-DFKI at CLEF eHealth 2019: Multi-label Classification of ICD-10 Codes with BERT.
Proceedings of the Working Notes of CLEF 2019, 2019

2018
LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification.
CoRR, 2018

Qualitative modelling of the interplay of inflammatory status and butyrate in the human gut: a hypotheses about robust bi-stability.
BMC Syst. Biol., 2018

LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

Towards Multilingual Neural Question Answering.
Proceedings of the New Trends in Databases and Information Systems, 2018

Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques.
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching@ACL 2018, 2018

2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?
CoRR, 2017

An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Extracting Business Objects and Activities from Labels of German Process Models.
Proceedings of the Designing the Digital Transformation - 12th International Conference, 2017

2016
Context-aware semantic classification of search queries for browsing community question-answering archives.
Knowl. Based Syst., 2016

Neural Morphological Tagging from Characters for Morphologically Rich Languages.
CoRR, 2016

Scaling character-based morphological tagging to fourteen languages.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Question/Answer Matching for Yahoo! Answers Using a Corpus-Based Extracted Ngram-based Mapping.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

2014
Linguistics to Structure Unstructured Information.
Proceedings of the Towards the Internet of Services: The THESEUS Research Program, 2014

Category-specific models for ranking effective paraphrases in community Question Answering.
Expert Syst. Appl., 2014

Entailment Graphs for Text Analytics in the Excitement Project.
Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

An analysis of textual inference in German customer emails.
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014

The Excitement Open Platform for Textual Inferences.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Interactive Topic Graph Extraction and Exploration of Web Content.
Proceedings of the Multi-source, Multilingual Information Extraction and Summarization, 2013

Excitement: Exploring Customer Interactions through Textual EntailMENT.
Proceedings of Machine Translation Summit XIV: European projects, 2013

Bridges Across the Language Divide - EU-BRIDGE Excitement: Exploring Customer Interactions through Textual EntailMENT.
Proceedings of Machine Translation Summit XIV: European projects, 2013

Exploiting User Search Sessions for the Semantic Categorization of Question-like Informational Search Queries.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Design and Realization of the EXCITEMENT Open Platform for Textual Entailment.
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

Learning to Rank Effective Paraphrases from Query Logs for Community Question Answering.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
An Adaptive Framework for Named Entity Combination.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Extending dependency treebanks with good sentences.
Proceedings of the 11th Conference on Natural Language Processing, 2012

Dependency Parsing with Efficient Feature Extraction.
Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Task-oriented dependency parsing evaluation methodology.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

MobEx: A System for Exploratory Search on the Mobile Web.
Proceedings of the Agents and Artificial Intelligence - 4th International Conference, 2012

Exploratory Search on the Mobile Web.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Strategies for Guided Exploratory Search on the Mobile Web.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2012

Guided Exploratory Search on the Mobile Web.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

ARNE - A tool for Namend Entity Recognition from Arabic Text.
Proceedings of the Fourth Workshop on Computational Approaches to Arabic-Script-based Languages, 2012

2011
The QALL-ME Framework: A specifiable-domain multilingual Question Answering architecture.
J. Web Semant., 2011

Using MT-Based Metrics for RTE.
Proceedings of the Fourth Text Analysis Conference, 2011

Automatic Detection and Correction of Errors in Dependency Treebanks.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

A Mobile Touchable Application for Online Topic Graph Extraction and Exploration of Web Content.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Combining Deterministic Dependency Parsing and Linear Classification for Robust RTE.
Proceedings of the Third Text Analysis Conference, 2010

372: Comparing the Benefit of Different Dependency Parsers for Textual Entailment Using Syntactic Constraints Only.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

DFKI KeyWE: Ranking Keyphrases Extracted from Scientific Articles.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Bootstrapping Noun Groups Using Closed-Class Elements Only.
Proceedings of the LWA 2010, 2010

DiLiA - The Digital Library Assistant.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
Searching for Definitional Answers on the Web Using Surface Patterns.
Computer, 2009

A Joint Syntactic-Semantic Representation for Recognizing Textual Relatedness.
Proceedings of the Second Text Analysis Conference, 2009

Unsupervised and domain-independent extraction of technical terms from scientific articles in digital libraries.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

DiLiA - a Digital Library Assistant - A New Approach to Information Discovery through Information Extraction and Visualization.
Proceedings of the KMIS 2009 - Proceedings of the International Conference on Knowledge Management and Information Sharing, Funchal, 2009

2008
Strategien zur webbasierten Multilingualen Fragebeantwortung.
Inform. Forsch. Entwickl., 2008

Genetic Algorithms for Data-Driven Web Question Answering.
Evol. Comput., 2008

Finding Distinct Answers in Web Snippets.
Proceedings of the WEBIST 2008, 2008

An Accuracy-Oriented Divide-and-Conquer Strategy for Recognizing Textual Entailment.
Proceedings of the First Text Analysis Conference, 2008

Unsupervised Relation Extraction From Web Documents.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

The QALL-ME Benchmark: a Multilingual Resource of Annotated Spoken Requests for Question Answering.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Interactive Dynamic Information Extraction.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008

A Puristic Approach for Joint Dependency Parsing and Semantic Role Labeling.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

Ontology-Based Query Construction for GeoCLEF.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Information Synthesis for Answer Validation.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

DFKI at QA@CLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

DFKI-LT at QA@CLEF 2008.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
DFKI2: An Information Extraction Based Approach to People Disambiguation.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

A Multilingual Framework for Searching Definitions on Web Snippets.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007

DFKI-LT at AVE 2007: Using Recognizing Textual Entailment for Answer Validation.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Using Recognizing Textual Entailment as a Core Engine for Answer Validation.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

DFKI-LT at QA@CLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

DFKI-LT at QAST 2007: Adapting QA Components to Mine Answers in Speech Transcripts.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Adapting QA Components to Mine Answers in Speech Transcripts.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Mining Web Snippets to Answer List Questions.
Proceedings of the Integrating Artificial Intelligence and Data Mining, 2007

Recognizing Textual Entailment Using Sentence Similarity based on Dependency Tree Skeletons.
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

Recognizing Textual Entailment Using a Subsequence Kernel Method.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Exploring HPSG-based Treebanks for Probabilistic Parsing HPSG grammar extraction.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Language Independent Answer Prediction from the Web.
Proceedings of the Advances in Natural Language Processing, 2006

DFKI-LT at the CLEF 2006 Multiple Language Question Answering Track.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

A Cross-Lingual German-English Framework for Open-Domain Question Answering.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

2005
A Hybrid Machine Learning Approach for Information Extraction from Free Text.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

DFKI's LT-lab at the CLEF 2005 Multiple Language Question Answering Track.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

Experiments on Cross-Linguality and Question-Type Driven Strategy Selection for Open-Domain QA.
Proceedings of the Accessing Multilingual Information Repositories, 2005

2004
Mining natural language answers from the web.
Web Intell. Agent Syst., 2004

Experiments on Robust NL Question Interpretation and Multi-layered Document Annotation for a Cross-Language Question/Answering-System.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

2003
Bootstrapping an Ontology-Based Information Extraction System.
Proceedings of the Intelligent Exploration of the Web, 2003

Mining Answers in German Web Pages.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

A Cross-Language Question/Answering-System for German and English.
Proceedings of the Comparative Evaluation of Multilingual Information Access Systems, 2003

2002
Artificial Intelligence Programming.
Proceedings of the Encyclopedia of Information Systems, 2002

Shallow Natural Language Technology and Text Mining.
Künstliche Intell., 2002

A Shallow Text Processing Core Engine.
Comput. Intell., 2002

An Integrated Archictecture for Shallow and Deep Processing.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001
GETESS - Ontologien, objektrelationale Datenbanken und Textanalyse als Bausteine einer Semantischen Suchmaschine.
Datenbank-Spektrum, 2001

2000
An Intelligent Text Extraction and Navigation System.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

GETESS: Constructing a Linguistic Search Index for an Internet Search Engine.
Proceedings of the Natural Language Processing and Information Systems, 2000

A Divide-and-Conquer Strategy for Shallow Parsing of German Free Texts.
Proceedings of the 6th Applied Natural Language Processing Conference, 2000

1999
A System for Facilitating and Engancing Web Search.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

GETESS - Searching the Web Exploiting German Texts.
Proceedings of the Cooperative Information Agents III, Third International Workshop, 1999

1998
Interleaving Natural Language Parsing and Generation Through Uniform Processing.
Artif. Intell., 1998

Automatic extraction of stochastic lexicalized tree grammars from treebanks.
Proceedings of the Fourth International Workshop on Tree Adjoining Grammars and Related Frameworks, 1998

Evaluation of the NPL components of an information extraction system for german.
Proceedings of the First International Conference on Language Resources and Evaluation, 1998

1997
An Information Extraction Core System for Real World German Text Processing.
Proceedings of the 5th Applied Natural Language Processing Conference, 1997

Applying Explanation-based Learning to Control and Speeding-up Natural Language Generation.
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997

1994
A uniform computational model for natural language parsing and generation.
PhD thesis, 1994

DISCO-An HPSG-based NLP System and its Application for Appointment Scheduling Project Note.
Proceedings of the 15th International Conference on Computational Linguistics, 1994

1993
Grammatikformalismen in der Generierung und ihre Verarbeitung.
Künstliche Intell., 1993

1992
Self-Monitoring with Reversible Grammars.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

1991
A Bidirectional Model For Natural Language Processing.
Proceedings of the EACL 1991, 1991

1990
A Head-Driven Approach to Incremental and Parallel Generation of Syntactic Structures.
Proceedings of the 13th International Conference on Computational Linguistics, 1990

1989
POPEL-HOW: A Distributed Parallel Model for Incremental Natural Language Production with Feedback.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989


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