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ORCIDDietrich Klakow
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- affiliation: Saarland University, Saarbrücken, Germany
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2020 – today
- 2021
[i40]Michael A. Hedderich, Dawei Zhu, Dietrich Klakow:
Analysing the Noise Model Error for Realistic Noisy Label Data. CoRR abs/2101.09763 (2021)- [i39]Susann Boy, Dana Ruiter, Dietrich Klakow:
Emoji-Based Transfer Learning for Sentiment Tasks. CoRR abs/2102.06423 (2021) - [i38]Michael A. Hedderich, Lukas Lange, Dietrich Klakow:
ANEA: Distant Supervision for Low-Resource Named Entity Recognition. CoRR abs/2102.13129 (2021) - 2020
- [c165]Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. ACL 2020: 7155-7165 - [c164]Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter:
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. Insights 2020: 54-59 - [c163]Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow:
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. COLING 2020: 771-787 - [c162]Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow:
HUMAN: Hierarchical Universal Modular ANnotator. EMNLP (Demos) 2020: 55-61 - [c161]Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. EMNLP (Findings) 2020: 2502-2516 - [c160]Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow:
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. EMNLP (1) 2020: 2580-2591 - [c159]Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow:
On the Security Relevance of Initial Weights in Deep Neural Networks. ICANN (1) 2020: 3-14 - [c158]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Image Captioning. ICPR Workshops (6) 2020: 381-395 - [c157]Badr M. Abdullah, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. INTERSPEECH 2020: 477-481 - [c156]David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Privacy Guarantees for De-Identifying Text Transformations. INTERSPEECH 2020: 4666-4670 - [c155]Marc Schulder, Johannah O'Mahony, Yury Bakanouski, Dietrich Klakow:
ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation. LREC 2020: 6375-6380 - [c154]Kathryn Chapman, Johannes Bernhard, Dietrich Klakow:
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling. SemEval@COLING 2020: 1916-1924 - [c153]Mossad Helali
, Thomas Kleinbauer, Dietrich Klakow:
Assessing Unintended Memorization in Neural Discriminative Sequence Models. TDS 2020: 265-272 - [c152]Aleena Thomas, David Ifeoluwa Adelani, Ali Davody, Aditya Mogadala, Dietrich Klakow:
Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks. TDS 2020: 273-281 - [c151]Badr M. Abdullah, Jacek Kudera, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification. VarDial@COLING 2020: 128-139 - [i37]David Ifeoluwa Adelani, Michael A. Hedderich, Dawei Zhu, Esther van den Berg, Dietrich Klakow:
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá. CoRR abs/2003.08370 (2020) - [i36]Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. CoRR abs/2005.01096 (2020) - [i35]Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow:
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. CoRR abs/2006.04884 (2020) - [i34]Gabriele Bettgenhäuser, Michael A. Hedderich, Dietrich Klakow:
Learning Functions to Study the Benefit of Multitask Learning. CoRR abs/2006.05561 (2020) - [i33]Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow:
Robust Differentially Private Training of Deep Neural Networks. CoRR abs/2006.10919 (2020) - [i32]Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. CoRR abs/2007.06077 (2020) - [i31]Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow:
Integrating Image Captioning with Rule-based Entity Masking. CoRR abs/2007.11690 (2020) - [i30]Badr M. Abdullah, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. CoRR abs/2008.00545 (2020) - [i29]David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Privacy Guarantees for De-identifying Text Transformations. CoRR abs/2008.03101 (2020) - [i28]Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow:
HUMAN: Hierarchical Universal Modular ANnotator. CoRR abs/2010.01080 (2020) - [i27]Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers. CoRR abs/2010.02616 (2020) - [i26]Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow:
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. CoRR abs/2010.03179 (2020) - [i25]Badr M. Abdullah, Jacek Kudera, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification. CoRR abs/2010.11973 (2020) - [i24]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
Adversarial Learning of Feature-based Meta-Embeddings. CoRR abs/2010.12305 (2020) - [i23]Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR abs/2010.12309 (2020) - [i22]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Visual Captioning. CoRR abs/2010.15251 (2020) - [i21]Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow:
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. CoRR abs/2011.00960 (2020)
2010 – 2019
- 2019
- [j10]Alexander Bentkamp, Jasmin Christian Blanchette, Dietrich Klakow:
A Formal Proof of the Expressiveness of Deep Learning. J. Autom. Reason. 63(2): 347-368 (2019) - [c150]Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine:
Select and Attend: Towards Controllable Content Selection in Text Generation. EMNLP/IJCNLP (1) 2019: 579-590 - [c149]Lukas Lange, Michael A. Hedderich, Dietrich Klakow:
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. EMNLP/IJCNLP (1) 2019: 3552-3557 - [c148]Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow:
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. EMNLP/IJCNLP (1) 2019: 3760-3771 - [c147]Dana Ruiter, Md. Ataur Rahman, Dietrich Klakow:
LSV-UdS at HASOC 2019: The Problem of Defining Hate. FIRE (Working Notes) 2019: 263-270 - [c146]Matthias Kleinert, Hartmut Helmke, Gerald Siol, Heiko Ehr, Dietrich Klakow, Mittul Singh, Petr Motlícek, Christian Kern, Aneta Cerna, Petr Hlousek:
Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. IHSI 2019: 820-826 - [c145]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. IWCS (1) 2019: 247-258 - [c144]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. NAACL-HLT (Student Research Workshop) 2019: 29-34 - [c143]Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow:
Cross-lingual Transfer Learning for Japanese Named Entity Recognition. NAACL-HLT (2) 2019: 182-189 - [c142]Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb:
Some steps towards the generation of diachronic WordNets. NODALIDA 2019: 55-64 - [c141]Volha Petukhova, Firuza Sharifullaeva, Dietrich Klakow:
Modelling Shared Decision Making in Medical Negotiations: Interactive Training with Cognitive Agents. PRIMA 2019: 251-270 - [c140]Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow:
incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. RANLP 2019: 810-818 - [c139]Martin Wolf, Volha Petukhova, Dietrich Klakow:
Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case. RANLP 2019: 1346-1355 - [c138]Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow:
Automatic Judgement of Neural Network-Generated Image Captions. SLSP 2019: 261-272 - [e1]Aditya Mogadala, Dietrich Klakow, Sandro Pezzelle, Marie-Francine Moens:
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, LANTERN@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-75-8 [contents] - [i20]Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow:
Adversarial Initialization - when your network performs the way I want. CoRR abs/1902.03020 (2019) - [i19]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. CoRR abs/1903.12008 (2019) - [i18]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. CoRR abs/1904.01451 (2019) - [i17]Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow:
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods. CoRR abs/1907.09358 (2019) - [i16]Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine:
Select and Attend: Towards Controllable Content Selection in Text Generation. CoRR abs/1909.04453 (2019) - [i15]Lukas Lange, Michael A. Hedderich, Dietrich Klakow:
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. CoRR abs/1910.06061 (2019) - [i14]Dawei Zhu, Aditya Mogadala, Dietrich Klakow:
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network. CoRR abs/1912.07478 (2019) - 2018
- [c137]Michael A. Hedderich, Dietrich Klakow:
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. DeepLo@ACL 2018: 12-18 - [c136]Kata Naszádi, Youssef Oualil, Dietrich Klakow:
Image-Sensitive Language Modeling for Automatic Speech Recognition. ECCV Workshops (4) 2018: 173-179 - [c135]Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow:
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. ECIR 2018: 657-664 - [c134]Natalia Skachkova, Thomas Alexander Trost, Dietrich Klakow:
Closing Brackets with Recurrent Neural Networks. BlackboxNLP@EMNLP 2018: 232-239 - [c133]Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow:
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. EMNLP 2018: 4316-4327 - [c132]David M. Howcroft, Dietrich Klakow, Vera Demberg:
Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning. INLG 2018: 391-396 - [c131]Nima Nabizadeh, Mittul Singh, Dietrich Klakow:
Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. KONVENS 2018: 172-177 - [c130]Volha Petukhova, Andrei Malchanau, Youssef Oualil, Dietrich Klakow, Saturnino Luz, Fasih Haider, Nick Campbell, Dimitris Koryzis, Dimitris Spiliotopoulos, Pierre Albert, Nicklas Linz, Jan Alexandersson:
The Metalogue Debate Trainee Corpus: Data Collection and Annotations. LREC 2018 - [c129]Fangzhou Zhai, Yue Fan, Tejaswani Verma, Rupali Sinha, Dietrich Klakow:
A Dataset and a Novel Neural Approach for Optical Gregg Shorthand Recognition. TSD 2018: 222-230 - [i13]Michael A. Hedderich, Dietrich Klakow:
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. CoRR abs/1807.00745 (2018) - [i12]Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow:
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation. CoRR abs/1810.00671 (2018) - [i11]Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow:
Logit Pairing Methods Can Fool Gradient-Based Attacks. CoRR abs/1810.12042 (2018) - 2017
- [j9]Andrea K. Fischer, Jilles Vreeken, Dietrich Klakow:
Beyond Pairwise Similarity: Quantifying and Characterizing Linguistic Similarity between Groups of Languages by MDL. Computación y Sistemas 21(4) (2017) - [c128]Youssef Oualil, Dietrich Klakow, György Szaszák, Ajay Srinivasamurthy, Hartmut Helmke, Petr Motlícek:
A context-aware speech recognition and understanding system for air traffic control domain. ASRU 2017: 404-408 - [c127]Youssef Oualil, Dietrich Klakow:
A Neural Network approach for mixing language models. ICASSP 2017: 5710-5714 - [c126]Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow:
Wake-Sleep Variational Autoencoders for Language Modeling. ICONIP (1) 2017: 405-414 - [c125]Youssef Oualil, Dietrich Klakow:
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. INTERSPEECH 2017: 264-268 - [c124]Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH 2017: 553-557 - [c123]Eustace Ebhotemhen, Volha Petukhova, Dietrich Klakow:
Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification. INTERSPEECH 2017: 889-893 - [c122]Mittul Singh, Youssef Oualil, Dietrich Klakow:
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. INTERSPEECH 2017: 2720-2724 - [c121]David M. Howcroft, Dietrich Klakow, Vera Demberg:
The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density. INTERSPEECH 2017: 3757-3761 - [c120]Alexander Bentkamp, Jasmin Christian Blanchette, Dietrich Klakow:
A Formal Proof of the Expressiveness of Deep Learning. ITP 2017: 46-64 - [c119]Thomas Alexander Trost, Dietrich Klakow:
Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings. TextGraphs@ACL 2017: 30-38 - [i10]Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Sequential Recurrent Neural Networks for Language Modeling. CoRR abs/1703.08068 (2017) - [i9]Youssef Oualil, Dietrich Klakow:
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. CoRR abs/1708.05997 (2017) - [i8]Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow:
Long-Short Range Context Neural Networks for Language Modeling. CoRR abs/1708.06555 (2017) - [i7]Youssef Oualil, Dietrich Klakow:
A Neural Network Approach for Mixing Language Models. CoRR abs/1708.06989 (2017) - 2016
- [j8]Vera Demberg, Jörg Hoffmann, David M. Howcroft, Dietrich Klakow, Álvaro Torralba:
Search Challenges in Natural Language Generation with Complex Optimization Objectives. Künstliche Intell. 30(1): 63-69 (2016) - [c118]Matti Varjokallio, Dietrich Klakow:
Unsupervised morph segmentation and statistical language models for vocabulary expansion. ACL (2) 2016 - [c117]Mittul Singh, Clayton Greenberg, Youssef Oualil, Dietrich Klakow:
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. COLING 2016: 2061-2070 - [c116]Ottokar Tilk, Vera Demberg, Asad B. Sayeed, Dietrich Klakow, Stefan Thater:
Event participant modelling with neural networks. EMNLP 2016: 171-182 - [c115]Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow:
Long-Short Range Context Neural Networks for Language Modeling. EMNLP 2016: 1473-1481 - [c114]Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Sequential Recurrent Neural Networks for Language Modeling. INTERSPEECH 2016: 3509-3513 - [c113]Dilafruz Amanova, Volha Petukhova, Dietrich Klakow:
Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification. LREC 2016 - [c112]Andrea K. Fischer, Klara Jagrova, Irina Stenger, Tania Avgustinova, Dietrich Klakow, Roland Marti:
Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility. LREC 2016 - [c111]Mittul Singh, Clayton Greenberg, Dietrich Klakow:
The Custom Decay Language Model for Long Range Dependencies. TSD 2016: 343-351 - [c110]Martin Gropp, Anna Schmidt, Thomas Kleinbauer, Dietrich Klakow:
Platon: Dialog Management and Rapid Prototyping for Multilingual Multi-user Dialog Systems. TSD 2016: 478-485 - 2015
- [j7]Saeedeh Momtazi, Dietrich Klakow:
Bridging the vocabulary gap between questions and answer sentences. Inf. Process. Manag. 51(5): 595-615 (2015) - [j6]Michael Wiegand, Dietrich Klakow:
Detecting conditional healthiness of food items from natural language text. Lang. Resour. Evaluation 49(4): 777-830 (2015) - [c109]Andrea K. Fischer, Vera Demberg, Dietrich Klakow:
Towards Flexible, Small-Domain Surface Generation: Combining Data-Driven and Grammatical Approaches. ENLG 2015: 105-108 - [c108]Youssef Oualil, Marc Schulder, Hartmut Helmke, Anna Schmidt, Dietrich Klakow:
Real-time integration of dynamic context information for improving automatic speech recognition. INTERSPEECH 2015: 2107-2111 - [c107]Volha Petukhova, Desmond Darma Putra, Alexandr Chernov, Dietrich Klakow:
Understanding Questions and Extracting Answers: Interactive Quiz Game Application Design. LTC 2015: 246-261 - [c106]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization. NLDB 2015: 64-72 - [c105]Alexandr Chernov, Volha Petukhova, Dietrich Klakow:
Linguistically Motivated Question Classification. NODALIDA 2015: 51-59 - 2014
- [c104]Rahil Mahdian Toroghi, Youssef Oualil, Dietrich Klakow:
A Multi-Stage, Multi-Channel Processing System for Overlapping Speech Separation in a Real Scenario. ITG Symposium on Speech Communication 2014: 1-4 - [c103]Michael Wiegand, Dietrich Klakow:
Separating Brands from Types: an Investigation of Different Features for the Food Domain. COLING 2014: 2291-2302 - [c102]Benjamin Roth, Tassilo Barth, Grzegorz Chrupala, Martin Gropp, Dietrich Klakow:
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population. EACL 2014: 89-92 - [c101]Jens Illig, Benjamin Roth, Dietrich Klakow:
Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns. EACL 2014: 100-105 - [c100]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction. EACL 2014: 673-682 - [c99]Youssef Oualil, Rahil Mahdian Toroghi, Dietrich Klakow:
Improving overlapping speaker detection using multiple speaker tracking information. GlobalSIP 2014: 552-556 - [c98]Youssef Oualil, Dietrich Klakow:
Multiple concurrent speaker short-term tracking using a Kalman filter bank. ICASSP 2014: 1444-1448 - [c97]Munir Georges, Stephan Kanthak, Dietrich Klakow:
Accurate client-server based speech recognition keeping personal data on the client. ICASSP 2014: 3271-3275 - [c96]Steve Renals, Jean Carletta, Keith Edwards, Hervé Bourlard, Philip N. Garner, Andrei Popescu-Belis, Dietrich Klakow, Andrey Girenko, Volha Petukhova, Philippe Wacker, Andrew Joscelyne, Costis Kompis, Simon Aliwell, William Stevens, Youssef Sabbah:
ROCKIT: Roadmap for Conversational Interaction Technologies. RFMIR@ICMI 2014: 39-42 - [c95]Jan Alexandersson, Maria Aretoulaki, Nick Campbell, Michael Gardner, Andrey Girenko, Dietrich Klakow, Dimitris Koryzis, Volha Petukhova, Marcus Specht, Dimitris Spiliotopoulos, Alexander Stricker, Niels Taatgen:
Metalogue: A Multiperspective Multimodal Dialogue System with Metacognitive Abilities for Highly Adaptive and Flexible Dialogue Management. Intelligent Environments 2014: 365-368 - [c94]Youssef Oualil, Rahil Mahdian Toroghi, Dietrich Klakow:
Online unsupervised overlapping speaker detection using enhanced classification history-based features. IWAENC 2014: 228-232 - [c93]Volha Petukhova, Martin Gropp, Dietrich Klakow, Gregor Eigner, Mario Topf, Stefan Srb, Petr Motlícek, Blaise Potard, John Dines, Olivier Deroo, Ronny Egeler, Uwe Meinz, Steffen Liersch, Anna Schmidt:
The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues. LREC 2014: 252-258 - [c92]Anna Schmidt, Youssef Oualil, Oliver Ohneiser, Matthias Kleinert, Marc Schulder, Arif Khan, Hartmut Helmke, Dietrich Klakow:
Context-based recognition network adaptation for improving on-line ASR in Air Traffic Control. SLT 2014: 13-18 - [c91]Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze:
A keyword search system using open source software. SLT 2014: 530-535 - [c90]Melanie Reiplinger, Michael Wiegand, Dietrich Klakow:
Relation Extraction for the Food Domain without Labeled Training Data - Is Distant Supervision the Best Solution? PolTAL 2014: 345-357 - [i6]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. CoRR abs/1401.1158 (2014) - 2013
- [j5]Michael Wiegand, Manfred Klenner, Dietrich Klakow:
Bootstrapping polarity classifiers with rule-based classification. Lang. Resour. Evaluation 47(4): 1049-1088 (2013) - [c89]Benjamin Roth, Tassilo Barth, Michael Wiegand, Dietrich Klakow:
A survey of noise reduction methods for distant supervision. AKBC@CIKM 2013: 73-78 - [c88]Benjamin Roth, Dietrich Klakow:
Feature-based models for improving the quality of noisy training data for relation extraction. CIKM 2013: 1181-1184 - [c87]Benjamin Roth, Dietrich Klakow:
Combining Generative and Discriminative Model Scores for Distant Supervision. EMNLP 2013: 24-29 - [c86]Youssef Oualil, Friedrich Faubel, Dietrich Klakow:
A fast cumulative Steered Response Power for multiple speaker detection and localization. EUSIPCO 2013: 1-5 - [c85]Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow:
A probabilistic framework for multiple speaker localization. ICASSP 2013: 3962-3966 - [c84]Mittul Singh, Dietrich Klakow:
Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. ICASSP 2013: 8416-8420 - [c83]Michael Wiegand, Dietrich Klakow:
Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach. IJCNLP 2013: 19-27 - [c82]Munir Georges, Stephan Kanthak, Dietrich Klakow:
Transducer-based speech recognition with dynamic language models. INTERSPEECH 2013: 642-646 - [c81]Youssef Oualil, Friedrich Faubel, Dietrich Klakow:
An unsupervised Bayesian classifier for multiple speaker detection and localization. INTERSPEECH 2013: 2943-2947 - [c80]Michael Wiegand, Josef Ruppenhofer, Dietrich Klakow:
Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives. HLT-NAACL 2013: 534-539 - [i5]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. TAC 2013 - 2012