Language model adaptation using dynamic marginals. - Reinhard Kneser; Jochen Peters; Dietrich Klakow (EUROSPEECH, 1997)

Language-model optimization by mapping of corpora. - Dietrich Klakow (ICASSP, 1998)

Log-linear interpolation of language models. - Dietrich Klakow (ICSLP, 1998)

The philips/RWTH system for transcription of broadcast news. - Peter Beyerlein; Xavier L. Aubert; Reinhold Haeb-Umbach; Matthew Harris; Dietrich Klakow; Andreas Wendemuth; Sirko Molau; Michael Pitz; Achim Sixtus (EUROSPEECH, 1999)

OOV-detection in large vocabulary system using automatically defined word-fragments as fillers. - Dietrich Klakow; Georg Rose; Xavier L. Aubert (EUROSPEECH, 1999)

Selecting articles from the language model training corpus. - Dietrich Klakow (ICASSP, 2000)

Long range language models for free spelling recognition. - Frank Thiele; Bernhard Rueber; Dietrich Klakow (ICASSP, 2000)

Generation and expansion of word graphs using long span context information. - Christoph Neukirchen; Dietrich Klakow; Xavier L. Aubert (ICASSP, 2001)

Speech recognition for huge vocabularies by using optimized sub-word units. - Jan Kneissler; Dietrich Klakow (INTERSPEECH, 2001)

Robustness of Linear Discriminant Analysis in Automatic Speech Recognitio. - Marcel Katz; Hans-Günter Meier; Hans Dolfing; Dietrich Klakow (ICPR (3), 2002)

Efficient construction of long-range language models using log-linear interpolation. - Edward W. D. Whittaker; Dietrich Klakow (INTERSPEECH, 2002)

Large vocabulary continuous speech recognition of Broadcast News - The Philips/RWTH approach. - Peter Beyerlein; Xavier L. Aubert; Reinhold Haeb-Umbach; Matthew Harris; Dietrich Klakow; Andreas Wendemuth; Sirko Molau; Hermann Ney; Michael Pitz; Achim Sixtus (Speech Commun., 2002)

Testing the correlation of word error rate and perplexity. - Dietrich Klakow; Jochen Peters (Speech Commun., 2002)

Information retrieval based call classification. - Jan Kneissler; Anne K. Kienappel; Dietrich Klakow (INTERSPEECH, 2003)

A Spoken Language Front-end for a Multilingual Music Data Base. - Christian Husodo-Schulz; Dmitri Rubinstein; Dimitris Diamantakos; Michael Kaißer; Jan Schehl; Massimo Romanelli; Thomas Kleinbauer; Andreas Klüter; Dietrich Klakow; Tilman Becker; Jan Alexandersson (Berliner XML Tage, 2004)

Access to Content. - Dietrich Klakow (Cognitive Systems, 2005)

A Statistical Classification Approach to Question Answering using Web Data. - Edward W. D. Whittaker; Sadaoki Furui; Dietrich Klakow (CW, 2005)

Exploring Syntactic Relation Patterns for Question Answering. - Dan Shen 001; Geert-Jan M. Kruijff; Dietrich Klakow (IJCNLP, 2005)

Joint visual-text modeling for automatic retrieval of multimedia documents. - Giridharan Iyengar; Pinar Duygulu; Shaolei Feng 001; Pavel Ircing; Sanjeev Khudanpur; Dietrich Klakow; M. R. Krause; Raghavan Manmatha; Harriet J. Nock; D. Petkova; Brock Pytlik; Paola Virga (ACM Multimedia, 2005)

TREC 2005 Question Answering Experiments at Tokyo Institute of Technology. - Edward W. D. Whittaker; Pierre Chatain; Sadaoki Furui; Dietrich Klakow (TREC, 2005)

Exploring Correlation of Dependency Relation Paths for Answer Extraction. - Dan Shen 001; Dietrich Klakow (ACL, 2006)

Classifying German Questions According to Ontology-Based Answer Types. - Adriana Davidescu; Andrea Heyl; Stefan Kazalski; Irene M. Cramer; Dietrich Klakow (GfKl, 2006)

Using Regional Information in Language Model Based Automatic Concept Annotation and Retrieval Of Video. - Dietrich Klakow (ICASSP (2), 2006)

Language model adaptation for tiny adaptation corpora. - Dietrich Klakow (INTERSPEECH, 2006)

Building an Evaluation Corpus for German Question Answering by Harvesting Wikipedia. - Irene M. Cramer; Jochen L. Leidner; Dietrich Klakow (LREC, 2006)

Dedicated Backing-Off Distributions for Language Model Based Passage. - Munawar Hussain; Andreas Merkel; Dietrich Klakow (LWA, 2006)

The Alyssa System at TREC 2006: A Statistically-Inspired Question Answering System. - Dan Shen 001; Jochen L. Leidner; Andreas Merkel; Dietrich Klakow (TREC, 2006)

An algorithm for fast composition of weighted finite-state transducers. - John W. McDonough; Emilian Stoimenov; Dietrich Klakow (ASRU, 2007)

Fast lip tracking for speech/nonspeech detection. - Stefan Schacht; Oleg Fallman; Dietrich Klakow (AVSP, 2007)

Language Model Based Query Classification. - Andreas Merkel; Dietrich Klakow (ECIR, 2007)

Improved methods for language model based question classification. - Andreas Merkel; Dietrich Klakow (INTERSPEECH, 2007)

To Separate Speech. - John W. McDonough; Ken'ichi Kumatani; Tobias Gehrig; Emilian Stoimenov; Uwe Mayer; Stefan Schacht; Matthias Wölfel; Dietrich Klakow (MLMI, 2007)

Combining term-based and event-based matching for question answering. - Michael Wiegand; Jochen L. Leidner; Dietrich Klakow (SIGIR, 2007)

Frame Based Features. - Stefan Schacht; Jacques C. Koreman; Christoph Lauer; Andrew C. Morris; Dalei Wu; Dietrich Klakow (Speaker Classification (1), 2007)

The Alyssa System at TREC QA 2007: Do We Need Blog06? - Dan Shen 001; Michael Wiegand; Andreas Merkel; Stefan Kazalski; Sabine Hunsicker; Jochen L. Leidner; Dietrich Klakow (TREC, 2007)

Optimizing Language Models for Polarity Classification. - Michael Wiegand; Dietrich Klakow (ECIR, 2008)

Filter bank design based on minimization of individual aliasing terms for minimum mutual information subband adaptive beamforming. - Ken'ichi Kumatani; John W. McDonough; S. Schachl; Dietrich Klakow; Philip N. Garner; Weifeng Li 001 (ICASSP, 2008)

A phase-averaged model for the relationship between noisy speech, clean speech and noise in the log-mel domain. - Friedrich Faubel; John W. McDonough; Dietrich Klakow (INTERSPEECH, 2008)

Cost-Sensitive Learning in Answer Extraction. - Michael Wiegand; Jochen L. Leidner; Dietrich Klakow (LREC, 2008)

The Alyssa System at TAC QA 2008. - Michael Wiegand; Saeedeh Momtazi; Stefan Kazalski; Fang Xu; Grzegorz Chrupala; Dietrich Klakow (TAC, 2008)

A word clustering approach for language model-based sentence retrieval in question answering systems. - Saeedeh Momtazi; Dietrich Klakow (CIKM, 2009)

Topic-Related Polarity Classification of Blog Sentences. - Michael Wiegand; Dietrich Klakow (EPIA, 2009)

The Role of Knowledge-based Features in Polarity Classification at Sentence Level. - Michael Wiegand; Dietrich Klakow (FLAIRS, 2009)

Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features. - Friedrich Faubel; John W. McDonough; Dietrich Klakow (ICASSP, 2009)

Impact of novel sources on content-based image and video retrieval. - Arnab Ghoshal; Sanjeev Khudanpur; Dietrich Klakow (ICASSP, 2009)

Language model-based sentence classification for opinion question answering systems. - Saeedeh Momtazi; Dietrich Klakow (IMCSIT, 2009)

A Combined Query Expansion Technique for Retrieving Opinions from Blogs. - Saeedeh Momtazi; Stefan Kazalski; Dietrich Klakow (ISDA, 2009)

Predictive Features in Semi-Supervised Learning for Polarity Classification and the Role of Adjectives. - Michael Wiegand; Dietrich Klakow (NODALIDA, 2009)

The Split and Merge Unscented Gaussian Mixture Filter. - Friedrich Faubel; John W. McDonough; Dietrich Klakow (IEEE Signal Process. Lett., 2009)

Beamforming With a Maximum Negentropy Criterion. - Ken'ichi Kumatani; John W. McDonough; Barbara Rauch 001; Dietrich Klakow; Philip N. Garner; Weifeng Li 001 (IEEE Trans. Speech Audio Process., 2009)

A survey on the role of negation in sentiment analysis. - Michael Wiegand; Alexandra Balahur; Benjamin Roth 001; Dietrich Klakow; Andrés Montoyo (NeSp-NLP@ACL, 2010)

Effective Term Weighting for Sentence Retrieval. - Saeedeh Momtazi; Matthew Lease; Dietrich Klakow (ECDL, 2010)

Further improvement of the adaptive level of detail transform: Splitting in direction of the nonlinearity. - Friedrich Faubel; Dietrich Klakow (EUSIPCO, 2010)

Maximum negentropy beamforming with superdirectivity. - Ken'ichi Kumatani; Liang Lu 001; John W. McDonough; Arnab Ghoshal; Dietrich Klakow (EUSIPCO, 2010)

An adaptive level of detail approach to nonlinear estimation. - Friedrich Faubel; Dietrich Klakow (ICASSP, 2010)

On expectation maximization based channel and noise estimation beyond the vector Taylor series expansion. - Friedrich Faubel; John W. McDonough; Dietrich Klakow (ICASSP, 2010)

Estimating noise from noisy speech features with a monte carlo variant of the expectation maximization algorithm. - Friedrich Faubel; Dietrich Klakow (INTERSPEECH, 2010)

Within and across sentence boundary language model. - Saeedeh Momtazi; Friedrich Faubel; Dietrich Klakow (INTERSPEECH, 2010)

Combining Wikipedia-Based Concept Models for Cross-Language Retrieval. - Benjamin Roth 001; Dietrich Klakow (IRFC, 2010)

A Named Entity Labeler for German: Exploiting Wikipedia and Distributional Clusters. - Grzegorz Chrupala; Dietrich Klakow (LREC, 2010)

Predictive Features for Detecting Indefinite Polar Sentences. - Michael Wiegand; Dietrich Klakow (LREC, 2010)

Paragraph Acquisition and Selection for List Question Using Amazon's Mechanical Turk. - Fang Xu; Dietrich Klakow (LREC, 2010)

A Comparative Study of Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval. - Saeedeh Momtazi; Sanjeev Khudanpur; Dietrich Klakow (HLT-NAACL, 2010)

Convolution Kernels for Opinion Holder Extraction. - Michael Wiegand; Dietrich Klakow (HLT-NAACL, 2010)

Hierarchical pitman-yor language model for information retrieval. - Saeedeh Momtazi; Dietrich Klakow (SIGIR, 2010)

Cross-language retrieval using link-based language models. - Benjamin Roth 001; Dietrich Klakow (SIGIR, 2010)

Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010. - Grzegorz Chrupala; Saeedeh Momtazi; Michael Wiegand; Stefan Kazalski; Fang Xu; Benjamin Roth 001; Alexandra Balahur; Dietrich Klakow (TAC, 2010)

Correlation Features and a Linear Transform Specific Reproducing Kernel. - Andreas Beschorner; Dietrich Klakow (TSD, 2010)

Trained trigger language model for sentence retrieval in QA: bridging the vocabulary gap. - Saeedeh Momtazi; Dietrich Klakow (CIKM, 2011)

A Model-Based Spectral Envelope Wiener Filter for Perceptually Motivated Speech Enhancement. - Najib Hadir; Friedrich Faubel; Dietrich Klakow (INTERSPEECH, 2011)

Convolution Kernels for Subjectivity Detection. - Michael Wiegand; Dietrich Klakow (NODALIDA, 2011)

Prototypical Opinion Holders: What We can Learn from Experts and Analysts. - Michael Wiegand; Dietrich Klakow (RANLP, 2011)

Saarland University Spoken Language Systems Group at TAC KBP 2011. - Fang Xu; Stefan Kazalski; Grzegorz Chrupala; Benjamin Roth 001; Xujian Zhao; Michael Wiegand; Dietrich Klakow (TAC, 2011)

A Comparative Study of Missing Feature Imputation Techniques. - Michael Braun; Friedrich Faubel; Dietrich Klakow (ITG Conference on Speech Communication, 2012)

Improving the Separation of Concurrent Speech through Residual Echo Suppression. - Christian Siegwart; Friedrich Faubel; Dietrich Klakow (ITG Conference on Speech Communication, 2012)

Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction. - Michael Wiegand; Dietrich Klakow (EACL, 2012)

A TDOA Gaussian mixture model for improving acoustic source tracking. - Youssef Oualil; Friedrich Faubel; Mathew Magimai-Doss; Dietrich Klakow (EUSIPCO, 2012)

Joint detection and localization of multiple speakers using a probabilistic interpretation of the steered response power. - Youssef Oualil; Mathew Magimai-Doss; Friedrich Faubel; Dietrich Klakow (SAPA@INTERSPEECH, 2012)

Knowledge-Based Word Lattice Rescoring in a Dynamic Context. - Todd Shore; Friedrich Faubel; Hartmut Helmke; Dietrich Klakow (INTERSPEECH, 2012)

Multi-channel speech separation with soft time-frequency masking. - Rahil Mahdian Toroghi; Friedrich Faubel; Dietrich Klakow (SAPA@INTERSPEECH, 2012)

Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs. - Michael Feld; Saeedeh Momtazi; Farina Freigang; Dietrich Klakow; Christian A. Müller (IUI, 2012)

A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking. - Youssef Oualil; Friedrich Faubel; Dietrich Klakow (IWAENC, 2012)

Data-driven knowledge extraction for the food domain. - Michael Wiegand; Benjamin Roth 001; Dietrich Klakow (KONVENS, 2012)

Task-Driven Linguistic Analysis based on an Underspecified Features Representation. - Stasinos Konstantopoulos; Valia Kordoni; Nicola Cancedda; Vangelis Karkaletsis; Dietrich Klakow; Jean-Michel Renders (LREC, 2012)

A Gold Standard for Relation Extraction in the Food Domain. - Michael Wiegand; Benjamin Roth 001; Eva Lasarcyk; Stephanie Köser; Dietrich Klakow (LREC, 2012)

Web-Based Relation Extraction for the Food Domain. - Michael Wiegand; Benjamin Roth 001; Dietrich Klakow (NLDB, 2012)

Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. - Benjamin Roth 001; Grzegorz Chrupala; Michael Wiegand; Mittul Singh; Dietrich Klakow (TAC, 2012)

A survey of noise reduction methods for distant supervision. - Benjamin Roth 001; Tassilo Barth; Michael Wiegand; Dietrich Klakow (AKBC@CIKM, 2013)

Feature-based models for improving the quality of noisy training data for relation extraction. - Benjamin Roth 001; Dietrich Klakow (CIKM, 2013)

Combining Generative and Discriminative Model Scores for Distant Supervision. - Benjamin Roth 001; Dietrich Klakow (EMNLP, 2013)

A fast cumulative Steered Response Power for multiple speaker detection and localization. - Youssef Oualil; Friedrich Faubel; Dietrich Klakow (EUSIPCO, 2013)

A probabilistic framework for multiple speaker localization. - Youssef Oualil; Mathew Magimai-Doss; Friedrich Faubel; Dietrich Klakow (ICASSP, 2013)

Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. - Mittul Singh; Dietrich Klakow (ICASSP, 2013)

Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach. - Michael Wiegand; Dietrich Klakow (IJCNLP, 2013)

Transducer-based speech recognition with dynamic language models. - Munir Georges; Stephan Kanthak; Dietrich Klakow (INTERSPEECH, 2013)

An unsupervised Bayesian classifier for multiple speaker detection and localization. - Youssef Oualil; Friedrich Faubel; Dietrich Klakow (INTERSPEECH, 2013)

Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives. - Michael Wiegand; Josef Ruppenhofer; Dietrich Klakow (HLT-NAACL, 2013)

Effective Slot Filling Based on Shallow Distant Supervision Methods. - Benjamin Roth 001; Tassilo Barth; Michael Wiegand; Mittul Singh; Dietrich Klakow (TAC, 2013)

Bootstrapping polarity classifiers with rule-based classification. - Michael Wiegand; Manfred Klenner; Dietrich Klakow (Lang. Resour. Evaluation, 2013)

A Multi-Stage, Multi-Channel Processing System for Overlapping Speech Separation in a Real Scenario. - Rahil Mahdian Toroghi; Youssef Oualil; Dietrich Klakow (ITG Symposium on Speech Communication, 2014)

Separating Brands from Types: an Investigation of Different Features for the Food Domain. - Michael Wiegand; Dietrich Klakow (COLING, 2014)

Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns. - Jens Illig; Benjamin Roth 001; Dietrich Klakow (EACL, 2014)

RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population. - Benjamin Roth 001; Tassilo Barth; Grzegorz Chrupala; Martin Gropp; Dietrich Klakow (EACL, 2014)

Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction. - Michael Wiegand; Benjamin Roth 001; Dietrich Klakow (EACL, 2014)

Improving overlapping speaker detection using multiple speaker tracking information. - Youssef Oualil; Rahil Mahdian Toroghi; Dietrich Klakow (GlobalSIP, 2014)

Accurate client-server based speech recognition keeping personal data on the client. - Munir Georges; Stephan Kanthak; Dietrich Klakow (ICASSP, 2014)

Multiple concurrent speaker short-term tracking using a Kalman filter bank. - Youssef Oualil; Dietrich Klakow (ICASSP, 2014)

ROCKIT: Roadmap for Conversational Interaction Technologies. - 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; et al. (RFMIR@ICMI, 2014)

Metalogue: A Multiperspective Multimodal Dialogue System with Metacognitive Abilities for Highly Adaptive and Flexible Dialogue Management. - Jan Alexandersson; Maria Aretoulaki; Nick Campbell 001; Michael Gardner; Andrey Girenko; Dietrich Klakow; Dimitris Koryzis; Volha Petukhova; Marcus Specht; Dimitris Spiliotopoulos; Alexander Stricker; Niels Taatgen (Intelligent Environments, 2014)

Online unsupervised overlapping speaker detection using enhanced classification history-based features. - Youssef Oualil; Rahil Mahdian Toroghi; Dietrich Klakow (IWAENC, 2014)

The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues. - Volha Petukhova; Martin Gropp; Dietrich Klakow; Gregor Eigner; Mario Topf; Stefan Srb; Petr Motlícek; Blaise Potard; John Dines; Olivier Deroo; Ronny Egeler; Uwe Meinz; et al. (LREC, 2014)

Context-based recognition network adaptation for improving on-line ASR in Air Traffic Control. - Anna Schmidt; Youssef Oualil; Oliver Ohneiser; Matthias Kleinert; Marc Schulder; Arif Khan 004; Hartmut Helmke; Dietrich Klakow (SLT, 2014)

A keyword search system using open source software. - Jan Trmal; Guoguo Chen; Daniel Povey; Sanjeev Khudanpur; Pegah Ghahremani; Xiaohui Zhang 007; Vimal Manohar; Chunxi Liu; Aren Jansen; Dietrich Klakow; David Yarowsky; Florian Metze (SLT, 2014)

Relation Extraction for the Food Domain without Labeled Training Data - Is Distant Supervision the Best Solution? - Melanie Reiplinger; Michael Wiegand; Dietrich Klakow (PolTAL, 2014)

Towards Flexible, Small-Domain Surface Generation: Combining Data-Driven and Grammatical Approaches. - Andrea K. Fischer; Vera Demberg; Dietrich Klakow (ENLG, 2015)

Real-time integration of dynamic context information for improving automatic speech recognition. - Youssef Oualil; Marc Schulder; Hartmut Helmke; Anna Schmidt; Dietrich Klakow (INTERSPEECH, 2015)

Understanding Questions and Extracting Answers: Interactive Quiz Game Application Design. - Volha Petukhova; Desmond Darma Putra; Alexandr Chernov; Dietrich Klakow (LTC, 2015)

Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization. - Michael Wiegand; Benjamin Roth 001; Dietrich Klakow (NLDB, 2015)

Linguistically Motivated Question Classification. - Alexandr Chernov; Volha Petukhova; Dietrich Klakow (NODALIDA, 2015)

Bridging the vocabulary gap between questions and answer sentences. - Saeedeh Momtazi; Dietrich Klakow (Inf. Process. Manag., 2015)

Detecting conditional healthiness of food items from natural language text. - Michael Wiegand; Dietrich Klakow (Lang. Resour. Evaluation, 2015)

Unsupervised morph segmentation and statistical language models for vocabulary expansion. - Matti Varjokallio; Dietrich Klakow (ACL (2), 2016)

Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. - Mittul Singh; Clayton Greenberg; Youssef Oualil; Dietrich Klakow (COLING, 2016)

Long-Short Range Context Neural Networks for Language Modeling. - Youssef Oualil; Mittul Singh; Clayton Greenberg; Dietrich Klakow (EMNLP, 2016)

Event participant modelling with neural networks. - Ottokar Tilk; Vera Demberg; Asad B. Sayeed; Dietrich Klakow; Stefan Thater (EMNLP, 2016)

Sequential Recurrent Neural Networks for Language Modeling. - Youssef Oualil; Clayton Greenberg; Mittul Singh; Dietrich Klakow (INTERSPEECH, 2016)

Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification. - Dilafruz Amanova; Volha Petukhova; Dietrich Klakow (LREC, 2016)

Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility. - Andrea K. Fischer; Klara Jagrova; Irina Stenger; Tania Avgustinova; Dietrich Klakow; Roland Marti (LREC, 2016)

Platon: Dialog Management and Rapid Prototyping for Multilingual Multi-user Dialog Systems. - Martin Gropp; Anna Schmidt; Thomas Kleinbauer; Dietrich Klakow (TSD, 2016)

The Custom Decay Language Model for Long Range Dependencies. - Mittul Singh; Clayton Greenberg; Dietrich Klakow (TSD, 2016)

Search Challenges in Natural Language Generation with Complex Optimization Objectives. - Vera Demberg; Jörg Hoffmann 001; David M. Howcroft; Dietrich Klakow; Álvaro Torralba (Künstliche Intell., 2016)

A context-aware speech recognition and understanding system for air traffic control domain. - Youssef Oualil; Dietrich Klakow; György Szaszák; Ajay Srinivasamurthy; Hartmut Helmke; Petr Motlícek (ASRU, 2017)

A Neural Network approach for mixing language models. - Youssef Oualil; Dietrich Klakow (ICASSP, 2017)

Wake-Sleep Variational Autoencoders for Language Modeling. - Xiaoyu Shen 001; Hui Su; Shuzi Niu; Dietrich Klakow (ICONIP (1), 2017)

Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification. - Eustace Ebhotemhen; Volha Petukhova; Dietrich Klakow (INTERSPEECH, 2017)

The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density. - David M. Howcroft; Dietrich Klakow; Vera Demberg (INTERSPEECH, 2017)

A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. - Youssef Oualil; Dietrich Klakow (INTERSPEECH, 2017)

Estimation of Gap Between Current Language Models and Human Performance. - Xiaoyu Shen 001; Youssef Oualil; Clayton Greenberg; Mittul Singh; Dietrich Klakow (INTERSPEECH, 2017)

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. - Mittul Singh; Youssef Oualil; Dietrich Klakow (INTERSPEECH, 2017)

Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings. - Thomas Alexander Trost; Dietrich Klakow (TextGraphs@ACL, 2017)

Beyond Pairwise Similarity: Quantifying and Characterizing Linguistic Similarity between Groups of Languages by MDL. - Andrea K. Fischer; Jilles Vreeken; Dietrich Klakow (Computación y Sistemas, 2017)

Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. - Michael A. Hedderich; Dietrich Klakow (DeepLo@ACL, 2018)

Image-Sensitive Language Modeling for Automatic Speech Recognition. - Kata Naszádi; Youssef Oualil; Dietrich Klakow (ECCV Workshops (4), 2018)

Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. - Mittul Singh; Arunav Mishra; Youssef Oualil; Klaus Berberich; Dietrich Klakow (ECIR, 2018)

Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. - Xiaoyu Shen 001; Hui Su; Wenjie Li 002; Dietrich Klakow (EMNLP, 2018)

Closing Brackets with Recurrent Neural Networks. - Natalia Skachkova; Thomas Alexander Trost; Dietrich Klakow (BlackboxNLP@EMNLP, 2018)

Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning. - David M. Howcroft; Dietrich Klakow; Vera Demberg (INLG, 2018)

Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. - Nima Nabizadeh; Mittul Singh; Dietrich Klakow (KONVENS, 2018)

The Metalogue Debate Trainee Corpus: Data Collection and Annotations. - Volha Petukhova; Andrei Malchanau; Youssef Oualil; Dietrich Klakow; Saturnino Luz; Fasih Haider; Nick Campbell 001; Dimitris Koryzis; Dimitris Spiliotopoulos; Pierre Albert; Nicklas Linz; Jan Alexandersson (LREC, 2018)

A Dataset and a Novel Neural Approach for Optical Gregg Shorthand Recognition. - Fangzhou Zhai; Yue Fan; Tejaswani Verma; Rupali Sinha; Dietrich Klakow (TSD, 2018)

Logit Pairing Methods Can Fool Gradient-Based Attacks. - Marius Mosbach; Maksym Andriushchenko; Thomas Alexander Trost; Matthias Hein 001; Dietrich Klakow (CoRR, 2018)

OCR Nachkorrektur des Royal Society Corpus. - Carsten Klaus; Peter Fankhauser; Dietrich Klakow (DHd, 2019)

Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. - Lukas Lange; Michael A. Hedderich; Dietrich Klakow (EMNLP/IJCNLP (1), 2019)

Select and Attend: Towards Controllable Content Selection in Text Generation. - Xiaoyu Shen 001; Jun Suzuki 001; Kentaro Inui; Hui Su; Dietrich Klakow; Satoshi Sekine (EMNLP/IJCNLP (1), 2019)

Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. - Xiaoyu Shen 001; Yang Zhao; Hui Su; Dietrich Klakow (EMNLP/IJCNLP (1), 2019)

LSV-UdS at HASOC 2019: The Problem of Defining Hate. - Dana Ruiter; Md. Ataur Rahman; Dietrich Klakow (FIRE (Working Notes), 2019)

Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. - Matthias Kleinert; Hartmut Helmke; Gerald Siol; Heiko Ehr; Dietrich Klakow; Mittul Singh; Petr Motlícek; Christian Kern; Aneta Cerna; Petr Hlousek (IHSI, 2019)

Using Multi-Sense Vector Embeddings for Reverse Dictionaries. - Michael A. Hedderich; Andrew Yates; Dietrich Klakow; Gerard de Melo (IWCS (1), 2019)

Cross-lingual Transfer Learning for Japanese Named Entity Recognition. - Andrew Johnson; Penny Karanasou; Judith Gaspers; Dietrich Klakow (NAACL-HLT (2), 2019)

Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. - Debjit Paul; Mittul Singh; Michael A. Hedderich; Dietrich Klakow (NAACL-HLT (Student Research Workshop), 2019)

Some steps towards the generation of diachronic WordNets. - Yuri Bizzoni; Marius Mosbach; Dietrich Klakow; Stefania Degaetano-Ortlieb (NODALIDA, 2019)

Modelling Shared Decision Making in Medical Negotiations: Interactive Training with Cognitive Agents. - Volha Petukhova; Firuza Sharifullaeva; Dietrich Klakow (PRIMA, 2019)

incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. - Marius Mosbach; Irina Stenger; Tania Avgustinova; Dietrich Klakow (RANLP, 2019)

Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case. - Martin Wolf; Volha Petukhova; Dietrich Klakow (RANLP, 2019)

Automatic Judgement of Neural Network-Generated Image Captions. - Rajarshi Biswas; Aditya Mogadala; Michael Barz; Daniel Sonntag; Dietrich Klakow (SLSP, 2019)

Adversarial Initialization - when your network performs the way I want. - Kathrin Grosse; Thomas Alexander Trost; Marius Mosbach; Michael Backes 001; Dietrich Klakow (CoRR, 2019)

Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network. - Dawei Zhu; Aditya Mogadala; Dietrich Klakow (CoRR, 2019)

A Formal Proof of the Expressiveness of Deep Learning. - Alexander Bentkamp; Jasmin Christian Blanchette; Dietrich Klakow (J. Autom. Reason., 2019)

Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr; Dietrich Klakow; Dana Ruiter (Insights, 2020)

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. - Xiaoyu Shen 001; Ernie Chang; Hui Su; Cheng Niu; Dietrich Klakow (ACL, 2020)

On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. - Marius Mosbach; Anna Khokhlova; Michael A. Hedderich; Dietrich Klakow (BlackboxNLP@EMNLP, 2020)

Defining Explanation in an AI Context. - Tejaswani Verma; Christoph Lingenfelder; Dietrich Klakow (BlackboxNLP@EMNLP, 2020)

A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. - Marius Mosbach; Stefania Degaetano-Ortlieb; Marie-Pauline Krielke; Badr M. Abdullah; Dietrich Klakow (COLING, 2020)

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. - Michael A. Hedderich; David Ifeoluwa Adelani; Dawei Zhu; Jesujoba O. Alabi; Udia Markus; Dietrich Klakow (EMNLP (1), 2020)

HUMAN: Hierarchical Universal Modular ANnotator. - Moritz Wolf; Dana Ruiter; Ashwin Geet D'Sa; Liane Reiners; Jan Alexandersson; Dietrich Klakow (EMNLP (Demos), 2020)

On the Security Relevance of Initial Weights in Deep Neural Networks. - Kathrin Grosse; Thomas Alexander Trost; Marius Mosbach; Michael Backes 001; Dietrich Klakow (ICANN (1), 2020)

Fusion Models for Improved Image Captioning. - Marimuthu Kalimuthu; Aditya Mogadala; Marius Mosbach; Dietrich Klakow (ICPR Workshops (6), 2020)

Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. - Badr M. Abdullah; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (INTERSPEECH, 2020)

Privacy Guarantees for De-Identifying Text Transformations. - David Ifeoluwa Adelani; Ali Davody; Thomas Kleinbauer; Dietrich Klakow (INTERSPEECH, 2020)

Authoring Negotiation Content and Programming Simulated Patients. - Volha Petukhova; Firuza Sharifullaeva; Dietrich Klakow (IWSDS, 2020)

ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation. - Marc Schulder; Johannah O'Mahony; Yury Bakanouski; Dietrich Klakow (LREC, 2020)

CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling. - Kathryn Annette Chapman; Johannes Bernhard; Dietrich Klakow (SemEval@COLING, 2020)

Assessing Unintended Memorization in Neural Discriminative Sequence Models. - Mossad Helali; Thomas Kleinbauer; Dietrich Klakow (TDS, 2020)

Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks. - Aleena Thomas; David Ifeoluwa Adelani; Ali Davody; Aditya Mogadala; Dietrich Klakow (TDS, 2020)

Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification. - Badr M. Abdullah; Jacek Kudera; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (VarDial@COLING, 2020)

Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá. - David Ifeoluwa Adelani; Michael A. Hedderich; Dawei Zhu; Esther van den Berg; Dietrich Klakow (AfricaNLP, 2020)

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. - Xiaoyu Shen 001; Ernie Chang; Hui Su; Jie Zhou 016; Dietrich Klakow (CoRR, 2020)

Learning Functions to Study the Benefit of Multitask Learning. - Gabriele Bettgenhäuser; Michael A. Hedderich; Dietrich Klakow (CoRR, 2020)

Robust Differentially Private Training of Deep Neural Networks. - Ali Davody; David Ifeoluwa Adelani; Thomas Kleinbauer; Dietrich Klakow (CoRR, 2020)

Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. - Aditya Mogadala; Marius Mosbach; Dietrich Klakow (CoRR, 2020)

Integrating Image Captioning with Rule-based Entity Masking. - Aditya Mogadala; Xiaoyu Shen 001; Dietrich Klakow (CoRR, 2020)

Adversarial Learning of Feature-based Meta-Embeddings. - Lukas Lange; Heike Adel; Jannik Strötgen; Dietrich Klakow (CoRR, 2020)

Fusion Models for Improved Visual Captioning. - Marimuthu Kalimuthu; Aditya Mogadala; Marius Mosbach; Dietrich Klakow (CoRR, 2020)

The Effect of Surprisal on Articulatory Gestures in Polish Consonant-to-Vowel Transitions: A Pilot EMA Study. - Jacek Kudera; Lauri Tavi; Bernd Möbius; Tania Avgustinova; Dietrich Klakow (ITG Conference on Speech Communication, 2021)

Analysing the Noise Model Error for Realistic Noisy Label Data. - Michael A. Hedderich; Dawei Zhu; Dietrich Klakow (AAAI, 2021)

How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings. - Badr Abdullah; Iuliia Zaitova; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (BlackboxNLP@EMNLP, 2021)

SoloFinger: Robust Microgestures while Grasping Everyday Objects. - Adwait Sharma; Michael A. Hedderich; Divyanshu Bhardwaj; Bruno Fruchard; Jess McIntosh; Aditya Shekhar Nittala; Dietrich Klakow; Daniel Ashbrook; Jürgen Steimle (CHI, 2021)

Emoji-Based Transfer Learning for Sentiment Tasks. - Susann Boy; Dana Ruiter; Dietrich Klakow (EACL (Student Research Workshop), 2021)

Do we read what we hear? Modeling orthographic influences on spoken word recognition. - Nicole Macher; Badr M. Abdullah; Harm Brouwer; Dietrich Klakow (EACL (Student Research Workshop), 2021)

Familiar words but strange voices: Modelling the influence of speech variability on word recognition. - Alexandra Mayn; Badr M. Abdullah; Dietrich Klakow (EACL (Student Research Workshop), 2021)

Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. - David Ifeoluwa Adelani; Miaoran Zhang; Xiaoyu Shen 001; Ali Davody; Thomas Kleinbauer; Dietrich Klakow (EMNLP (1), 2021)

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. - Lukas Lange; Heike Adel; Jannik Strötgen; Dietrich Klakow (EMNLP (1), 2021)

To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. - Lukas Lange; Jannik Strötgen; Heike Adel; Dietrich Klakow (EMNLP (1), 2021)

Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. - Fech Scen Khoo; Dawei Zhu; Michael A. Hedderich; Dietrich Klakow (ESANN, 2021)

On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. - Marius Mosbach; Maksym Andriushchenko; Dietrich Klakow (ICLR, 2021)

Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. - Badr M. Abdullah; Marius Mosbach; Iuliia Zaitova; Bernd Möbius; Dietrich Klakow (Interspeech, 2021)

Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors. - Anupama Chingacham; Vera Demberg; Dietrich Klakow (Interspeech, 2021)

Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. - Martin Kocour; Karel Veselý; Alexander Blatt; Juan Zuluaga-Gomez; Igor Szöke; Jan Cernocký; Dietrich Klakow; Petr Motlícek (Interspeech, 2021)

Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic. - Jacek Kudera; Philip Georgis; Bernd Möbius; Tania Avgustinova; Dietrich Klakow (Interspeech, 2021)

Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages. - Dana Ruiter; Dietrich Klakow; Josef van Genabith; Cristina España-Bonet (MTSummit (1), 2021)

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. - Michael A. Hedderich; Lukas Lange; Heike Adel; Jannik Strötgen; Dietrich Klakow (NAACL-HLT, 2021)

incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. - Marius Mosbach; Irina Stenger; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (RANLP, 2021)

Graph-based Argument Quality Assessment. - Ekaterina Saveleva; Volha Petukhova; Marius Mosbach; Dietrich Klakow (RANLP, 2021)

Mining Easily Understandable Models from Complex Event Logs. - Boris Wiegand; Dietrich Klakow; Jilles Vreeken (SDM, 2021)

Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr; Dietrich Klakow; Dana Ruiter (TDS, 2021)

ANEA: Distant Supervision for Low-Resource Named Entity Recognition. - Michael A. Hedderich; Lukas Lange; Dietrich Klakow (CoRR, 2021)

Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces. - Vanessa Hahn; Dana Ruiter; Thomas Kleinbauer; Dietrich Klakow (CoRR, 2021)

Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL). - Michael A. Hedderich; Benjamin Roth 001; Katharina Kann; Barbara Plank; Alex Ratner; Dietrich Klakow (CoRR, 2021)

Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language. - Florian Dietz; Dietrich Klakow (CoRR, 2021)

CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. - Lukas Lange; Heike Adel; Jannik Strötgen; Dietrich Klakow (CoRR, 2021)

Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods. - Aditya Mogadala; Marimuthu Kalimuthu; Dietrich Klakow (J. Artif. Intell. Res., 2021)

Image manipulation with natural language using Two-sided Attentive Conditional Generative Adversarial Network. - Dawei Zhu; Aditya Mogadala; Dietrich Klakow (Neural Networks, 2021)

Discovering Interpretable Data-to-Sequence Generators. - Boris Wiegand; Dietrich Klakow; Jilles Vreeken (AAAI, 2022)

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. - Dawei Zhu; Michael A. Hedderich; Fangzhou Zhai; David Ifeoluwa Adelani; Dietrich Klakow (Insights@ACL, 2022)

Analyzing the Representational Geometry of Acoustic Word Embeddings. - Badr Abdullah; Dietrich Klakow (BlackboxNLP@EMNLP, 2022)

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. - Jesujoba O. Alabi; David Ifeoluwa Adelani; Marius Mosbach; Dietrich Klakow (COLING, 2022)

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. - David Ifeoluwa Adelani; Graham Neubig; Sebastian Ruder; Shruti Rijhwani; Michael Beukman; Chester Palen-Michel; Constantine Lignos; Jesujoba O. Alabi; Shamsuddeen Hassan Muhammad; Peter Nabende; Cheikh M. Bamba Dione; Andiswa Bukula; et al. (EMNLP, 2022)

Call-Sign Recognition and Understanding for Noisy Air-Traffic Transcripts Using Surveillance Information. - Alexander Blatt; Martin Kocour; Karel Veselý; Igor Szöke; Dietrich Klakow (ICASSP, 2022)

Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. - Michael A. Hedderich; Jonas Fischer; Dietrich Klakow; Jilles Vreeken (ICML, 2022)

Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. - Badr M. Abdullah; Bernd Möbius; Dietrich Klakow (INTERSPEECH, 2022)

Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. - Dana Ruiter; Liane Reiners; Ashwin Geet D'Sa; Thomas Kleinbauer; Dominique Fohr; Irina Illina; Dietrich Klakow; Christian Schemer; Angeliki Monnier (LREC, 2022)

Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension. - Irina Stenger; Philip Georgis; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (LREC, 2022)

Adapting Language Models When Training on Privacy-Transformed Data. - M. A. Tugtekin Turan; Dietrich Klakow; Emmanuel Vincent 001; Denis Jouvet (LREC, 2022)

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. - David Ifeoluwa Adelani; Jesujoba O. Alabi; Angela Fan; Julia Kreutzer; Xiaoyu Shen 001; Machel Reid; Dana Ruiter; Dietrich Klakow; Peter Nabende; Ernie Chang; Tajuddeen Gwadabe; Freshia Sackey; et al. (NAACL-HLT, 2022)

MCSE: Multimodal Contrastive Learning of Sentence Embeddings. - Miaoran Zhang; Marius Mosbach; David Ifeoluwa Adelani; Michael A. Hedderich; Dietrich Klakow (NAACL-HLT, 2022)

A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification. - Anupama Chingacham; Vera Demberg; Dietrich Klakow (SLT, 2022)

Generating Natural Language Explanations for Black-Box Predictions. - Tejaswani Verma; Christoph Lingenfelder; Dietrich Klakow (TransAI, 2022)

TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. - Ali Davody; David Ifeoluwa Adelani; Thomas Kleinbauer; Dietrich Klakow (TSD, 2022)

CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. - Lukas Lange; Heike Adel; Jannik Strötgen; Dietrich Klakow (Bioinform., 2022)

Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. - Vilém Zouhar; Marius Mosbach; Debanjali Biswas; Dietrich Klakow (CoRR, 2022)

Knowledge Base Index Compression via Dimensionality and Precision Reduction. - Vilém Zouhar; Marius Mosbach; Miaoran Zhang; Dietrich Klakow (CoRR, 2022)

Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. - Jesujoba O. Alabi; David Ifeoluwa Adelani; Marius Mosbach; Dietrich Klakow (CoRR, 2022)

Exploiting Social Media Content for Self-Supervised Style Transfer. - Dana Ruiter; Thomas Kleinbauer; Cristina España-Bonet; Josef van Genabith; Dietrich Klakow (CoRR, 2022)

StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. - Awantee Deshpande; Dana Ruiter; Marius Mosbach; Dietrich Klakow (CoRR, 2022)

Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages. - Dawei Zhu; Michael A. Hedderich; Fangzhou Zhai; David Ifeoluwa Adelani; Dietrich Klakow (CoRR, 2022)

Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. - Vilém Zouhar; Marius Mosbach; Dietrich Klakow (CoRR, 2022)

Privacy in Speech and Language Technology (Dagstuhl Seminar 22342). - Simone Fischer-Hübner; Dietrich Klakow; Peggy Valcke; Emmanuel Vincent 001 (Dagstuhl Reports, 2022)

Explaining Black-box Predictions by Generating Local Meaningful Perturbations. - Tejaswani Verma; Christoph Lingenfelder; Dietrich Klakow (Int. J. Semantic Comput., 2022)

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. - Cheikh M. Bamba Dione; David Ifeoluwa Adelani; Peter Nabende; Jesujoba O. Alabi; Thapelo Sindane; Happy Buzaaba; Shamsuddeen Hassan Muhammad; Chris Chinenye Emezue; Perez Ogayo; Aremu Anuoluwapo; Catherine Gitau; Derguene Mbaye; et al. (ACL (1), 2023)

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. - Marius Mosbach; Tiago Pimentel; Shauli Ravfogel; Dietrich Klakow; Yanai Elazar (ACL (Findings), 2023)

Weaker Than You Think: A Critical Look at Weakly Supervised Learning. - Dawei Zhu; Xiaoyu Shen 001; Marius Mosbach; Andreas Stephan; Dietrich Klakow (ACL (1), 2023)

ε kú : Integrating YorùBá Cultural greetings into Machine Translation. - Idris Akinade; Jesujoba Oluwadara Alabi; David Ifeoluwa Adelani; Clement Odoje; Dietrich Klakow (AfricaNLP, 2023)

Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error Detection. - Lakshmi Rajendram Bashyam; Alexander Blatt; Dietrich Klakow (ASRU, 2023)

Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic Control. - Alexander Blatt; Badr M. Abdullah; Dietrich Klakow (ASRU, 2023)

Multilingual Normalization of Temporal Expressions with Masked Language Models. - Lukas Lange; Jannik Strötgen; Heike Adel; Dietrich Klakow (EACL, 2023)

Meta Self-Refinement for Robust Learning with Weak Supervision. - Dawei Zhu; Xiaoyu Shen 001; Michael A. Hedderich; Dietrich Klakow (EACL, 2023)

A Lightweight Method to Generate Unanswerable Questions in English. - Vagrant Gautam; Miaoran Zhang; Dietrich Klakow (EMNLP (Findings), 2023)

An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. - Badr M. Abdullah; Mohammed Maqsood Shaik; Bernd Möbius; Dietrich Klakow (INTERSPEECH, 2023)

On the N-gram Approximation of Pre-trained Language Models. - Aravind Krishnan; Jesujoba O. Alabi; Dietrich Klakow (INTERSPEECH, 2023)

Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times. - Boris Wiegand; Dietrich Klakow; Jilles Vreeken (SDM, 2023)

E KÚ [MASK]: Integrating Yorùbá cultural greetings into machine translation. - Idris Akinade; Jesujoba O. Alabi; David Ifeoluwa Adelani; Clement Odoje; Dietrich Klakow (CoRR, 2023)

Weaker Than You Think: A Critical Look atWeakly Supervised Learning. - Dawei Zhu; Xiaoyu Shen 001; Marius Mosbach; Andreas Stephan; Dietrich Klakow (CoRR, 2023)

Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists. - Julius Steuer; Badr Abdullah; Johann-Mattis List; Dietrich Klakow (CoRR, 2023)

Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures. - Julius Steuer; Marius Mosbach; Dietrich Klakow (CoRR, 2023)

Understanding and Mitigating Classification Errors Through Interpretable Token Patterns. - Michael A. Hedderich; Jonas Fischer; Dietrich Klakow; Jilles Vreeken (CoRR, 2023)

What Are the Rules? Discovering Constraints from Data. - Boris Wiegand; Dietrich Klakow; Jilles Vreeken (AAAI, 2024)

The Hidden Space of Transformer Language Adapters. - Jesujoba Alabi; Marius Mosbach; Matan Eyal; Dietrich Klakow; Mor Geva (ACL (1), 2024)

Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. - Pin-Jie Lin; Miaoran Zhang; Marius Mosbach; Dietrich Klakow (ACL (Student Research Workshop), 2024)

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. - Miaoran Zhang; Vagrant Gautam; Mingyang Wang 003; Jesujoba Alabi; Xiaoyu Shen 001; Dietrich Klakow; Marius Mosbach (ACL (Findings), 2024)

Dynamic Prompting: Large Language Models for Task Oriented Dialog. - Jan Nehring; Akhil Juneja; Adnan Ahmad; Roland Roller; Dietrich Klakow (CLiC-it, 2024)

Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues. - Maria Francis; Julius Steuer; Dietrich Klakow; Volha Petukhova (LREC/COLING, 2024)

Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues. - Jutta Stock; Volha Petukhova; Dietrich Klakow (LREC/COLING, 2024)

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. - Atnafu Lambebo Tonja; Israel Abebe Azime; Tadesse Destaw Belay; Mesay Gemeda Yigezu; Moges Ahmed Mehamed; Abinew Ali Ayele; Ebrahim Chekol Jibril; Michael Melese Woldeyohannis; Olga Kolesnikova; Philipp Slusallek; Dietrich Klakow; Seid Muhie Yimam (LREC/COLING, 2024)

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. - Marius Mosbach; Vagrant Gautam; Tomás Vergara Browne; Dietrich Klakow; Mor Geva (EMNLP, 2024)

Understanding "Democratization" in NLP and ML Research. - Arjun Subramonian; Vagrant Gautam; Dietrich Klakow; Zeerak Talat (EMNLP, 2024)

Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? - Dawei Zhu; Pinzhen Chen; Miaoran Zhang; Barry Haddow; Xiaoyu Shen 001; Dietrich Klakow (EMNLP, 2024)

Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification. - Mohammed Maqsood Shaik; Dietrich Klakow; Badr M. Abdullah (ICASSP, 2024)

Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation. - Badr M. Abdullah; Mohammed Maqsood Shaik; Dietrich Klakow (INTERSPEECH, 2024)

Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control. - Alexander Blatt; Aravind Krishnan; Dietrich Klakow (INTERSPEECH, 2024)

On the Encoding of Gender in Transformer-based ASR Representations. - Aravind Krishnan; Badr M. Abdullah; Dietrich Klakow (INTERSPEECH, 2024)

Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context. - Iuliia Zaitova; Irina Stenger; Wei Xue; Tania Avgustinova; Bernd Möbius; Dietrich Klakow (INTERSPEECH, 2024)

A Preference-driven Paradigm for Enhanced Translation with Large Language Models. - Dawei Zhu; Sony Trenous; Xiaoyu Shen 001; Dietrich Klakow; Bill Byrne; Eva Hasler (NAACL-HLT, 2024)

ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations. - Petr Motlícek; Erinç Dikici; Srikanth R. Madikeri; Pradeep Rangappa; Miroslav Jánosík; Gerhard Backfried; Dorothea Thomas-Aniola; Maximilian Schürz; Johan Rohdin; Petr Schwarz; Marek Kovác; Kvetoslav Malý; et al. (Odyssey, 2024)

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. - Miaoran Zhang; Mingyang Wang 003; Jesujoba Alabi; Dietrich Klakow (SemEval@NAACL, 2024)

What explains the success of cross-modal fine-tuning with ORCA? - Paloma García-de-Herreros; Vagrant Gautam; Philipp Slusallek; Dietrich Klakow; Marius Mosbach (CoRR, 2024)

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. - Atnafu Lambebo Tonja; Israel Abebe Azime; Tadesse Destaw Belay; Mesay Gemeda Yigezu; Moges Ahmed Mehamed; Abinew Ali Ayele; Ebrahim Chekol Jibril; Michael Melese Woldeyohannis; Olga Kolesnikova; Philipp Slusallek; Dietrich Klakow; Shengwu Xiong; et al. (CoRR, 2024)

Learning Program Behavioral Models from Synthesized Input-Output Pairs. - Tural Mammadov; Dietrich Klakow; Alexander Koller; Andreas Zeller (CoRR, 2024)

Comgra: A Tool for Analyzing and Debugging Neural Networks. - Florian Dietz; Sophie Fellenz; Dietrich Klakow; Marius Kloft (CoRR, 2024)

Block-Operations: Using Modular Routing to Improve Compositional Generalization. - Florian Dietz; Dietrich Klakow (CoRR, 2024)

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? - Anupama Chingacham; Miaoran Zhang; Vera Demberg; Dietrich Klakow (CoRR, 2024)

WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case. - Vagrant Gautam; Julius Steuer; Eileen Bingert; Ray Johns; Anne Lauscher; Dietrich Klakow (CoRR, 2024)

AfriHuBERT: A self-supervised speech representation model for African languages. - Jesujoba O. Alabi; Xuechen Liu; Dietrich Klakow; Junichi Yamagishi (CoRR, 2024)

Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages. - Edward Bayes; Israel Abebe Azime; Jesujoba O. Alabi; Jonas Kgomo; Tyna Eloundou; Elizabeth Proehl; Kai Chen; Imaan Khadir; Naome A. Etori; Shamsuddeen Hassan Muhammad; Choice Mpanza; Igneciah Pocia Thete; et al. (CoRR, 2024)

Utilizing Multimodal Data for Edge Case Robust Call-sign Recognition and Understanding. - Alexander Blatt; Dietrich Klakow (CoRR, 2024)

Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? - Vagrant Gautam; Eileen Bingert; Dawei Zhu; Anne Lauscher; Dietrich Klakow (Trans. Assoc. Comput. Linguistics, 2024)

Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. - Xinghao Chen 009; Zhijing Sun; Wenjin Guo; Miaoran Zhang; Yanjun Chen 001; Yirong Sun; Hui Su; Yijie Pan; Dietrich Klakow; Wenjie Li 002; Xiaoyu Shen 001 (ACL (Findings), 2025)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba Oluwadara Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing Kudzaishe Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (ACL (1), 2025)

It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems. - Iuliia Zaitova; Badr M. Abdullah; Wei Xue; Dietrich Klakow; Bernd Möbius; Tania Avgustinova (ACL (1), 2025)

Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding. - Tadesse Destaw Belay; Israel Abebe Azime; Abinew Ali Ayele; Grigori Sidorov; Dietrich Klakow; Philipp Slusallek; Olga Kolesnikova; Seid Muhie Yimam (COLING, 2025)

Improving Semantic Understanding in Speech Language Models via Brain-tuning. - Omer Moussa; Dietrich Klakow; Mariya Toneva (ICLR, 2025)

ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding. - Israel Abebe Azime; Atnafu Lambebo Tonja; Tadesse Destaw Belay; Yonas Chanie; Bontu Fufa Balcha; Negasi Haile Abadi; Henok Biadglign Ademtew; Mulubrhan Abebe Nerea; Debela Desalegn Yadeta; Derartu Dagne Geremew; Assefa Atsbiha tesfau; Philipp Slusallek; et al. (NAACL (Findings), 2025)

Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax. - Iuliia Zaitova; Vitalii Hirak; Badr M. Abdullah; Dietrich Klakow; Bernd Möbius; Tania Avgustinova (NAACL (Findings), 2025)

Enhancing Detection of Parkinson-Induced Dysarthria with Cross-Lingual Transfer Learning. - Andreas Rouvalis; Johannes Tröger; Julius Steuer; Juan Rafael Orozco-Arroyave; Jan Rusz; Jouni Pohjalainen; Hali Lindsay; Bernd Möbius; Dietrich Klakow (TSD (1), 2025)

Autocrime - open multimodal platform for combating organized crime. - Srikanth R. Madikeri; Petr Motlícek; Dairazalia Sanchez-Cortes; Pradeep Rangappa; Joshua Hughes; Jakub Tkaczuk; Alejandra Sanchez Lara; Driss Khalil; Johan Rohdin; Dawei Zhu; Aravind Krishnan; Dietrich Klakow; et al. (Forensic Sci. Int. Digit. Investig., 2025)

IGC: Integrating a Gated Calculator into an LLM to Solve Arithmetic Tasks Reliably and Efficiently. - Florian Dietz; Dietrich Klakow (CoRR, 2025)

AFRIDOC-MT: Document-level MT Corpus for African Languages. - Jesujoba O. Alabi; Israel Abebe Azime; Miaoran Zhang; Cristina España-Bonet; Rachel Bawden; Dawei Zhu; David Ifeoluwa Adelani; Clement Odoje; Idris Akinade; Iffat Maab; Davis David; Shamsuddeen Hassan Muhammad; et al. (CoRR, 2025)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba O. Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing K. Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (CoRR, 2025)

Transformers for molecular property prediction: Domain adaptation efficiently improves performance. - Afnan Sultan; Max Rausch-Dupont; Shahrukh Khan; Olga Kalinina; Andrea Volkamer; Dietrich Klakow (CoRR, 2025)

Aligned Probing: Relating Toxic Behavior and Model Internals. - Andreas Waldis; Vagrant Gautam; Anne Lauscher; Dietrich Klakow; Iryna Gurevych (CoRR, 2025)

Implementing Rational Choice Functions with LLMs and Measuring their Alignment with User Preferences. - Anna Karnysheva; Christian Drescher; Dietrich Klakow (CoRR, 2025)

Agree to Disagree? A Meta-Evaluation of LLM Misgendering. - Arjun Subramonian; Vagrant Gautam; Preethi Seshadri; Dietrich Klakow; Kai-Wei Chang; Yizhou Sun (CoRR, 2025)

Evaluating Grounded Reasoning by Code-Assisted Large Language Models for Mathematics. - Zena Al-Khalili; Nick Howell; Dietrich Klakow (CoRR, 2025)

Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs. - Elisa Forcada Rodríguez; Olatz Perez-de-Viñaspre; Jon Ander Campos; Dietrich Klakow; Vagrant Gautam (CoRR, 2025)

Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead. - Jesujoba O. Alabi; Michael A. Hedderich; David Ifeoluwa Adelani; Dietrich Klakow (CoRR, 2025)

Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification. - Badr M. Abdullah; Matthew Baas; Bernd Möbius; Dietrich Klakow (CoRR, 2025)

Less Stress, More Privacy: Stress Detection on Anonymized Speech of Air Traffic Controllers. - Janaki Viswanathan; Alexander Blatt; Konrad Hagemann; Dietrich Klakow (CoRR, 2025)

Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages. - Israel Abebe Azime; Tadesse Destaw Belay; Dietrich Klakow; Philipp Slusallek; Anshuman Chhabra (CoRR, 2025)