Dietrich Klakow

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 218

Top Venues

Publications

Marius Mosbach, Vagrant Gautam, Tomás Vergara-Browne, Dietrich Klakow, Mor Geva
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. CoRR (2024)
Aravind Krishnan, Badr M. Abdullah, Dietrich Klakow
On the Encoding of Gender in Transformer-based ASR Representations. CoRR (2024)
Vagrant Gautam, Eileen Bingert, Dawei Zhu, Anne Lauscher, Dietrich Klakow
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? CoRR (2024)
Jutta Stock, Volha Petukhova, Dietrich Klakow
Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues. LREC/COLING (2024)
Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? CoRR (2024)
Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach
What explains the success of cross-modal fine-tuning with ORCA? CoRR (2024)
Miaoran Zhang, Mingyang Wang, Jesujoba O. Alabi, Dietrich Klakow
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. CoRR (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. ACL (Findings) (2024)
Maria Francis, Julius Steuer, Dietrich Klakow, Volha Petukhova
Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues. LREC/COLING (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. CoRR (2024)
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, Seid Muhie Yimam
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. CoRR (2024)
Alexander Blatt, Aravind Krishnan, Dietrich Klakow
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control. CoRR (2024)
Boris Wiegand, Dietrich Klakow, Jilles Vreeken
What Are the Rules? Discovering Constraints from Data. AAAI (2024)
Florian Dietz, Sophie Fellenz, Dietrich Klakow, Marius Kloft
Comgra: A Tool for Analyzing and Debugging Neural Networks. CoRR (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. NAACL-HLT (2024)
Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
The Hidden Space of Transformer Language Adapters. ACL (1) (2024)
Arjun Subramonian, Vagrant Gautam, Dietrich Klakow, Zeerak Talat
Understanding "Democratization" in NLP and ML Research. CoRR (2024)
Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. CoRR (2024)
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, Dominik Bobos, Mathias Leibiger, Costas Kalogiros, Andreas Alexopoulos, Daniel Kudenko, Zahra Ahmadi, Hoang H. Nguyen, Aravind Krishnan, Dawei Zhu, Dietrich Klakow, Maria Jofre, Francesco Calderoni, Denis Marraud, Nikolaos Koutras, Nikos Nikolau, Christiana Aposkiti, Panagiotis Douris, Konstantinos Gkountas, Eleni-Konstantina Sergidou, Wauter Bosma, Joshua Hughes, Hellenic Police Team
ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations. Odyssey (2024)
Tural Mammadov, Dietrich Klakow, Alexander Koller, Andreas Zeller
Learning Program Behavioral Models from Synthesized Input-Output Pairs. CoRR (2024)
Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
The Hidden Space of Transformer Language Adapters. CoRR (2024)
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
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. LREC/COLING (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. CoRR (2024)
Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah
Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification. ICASSP (2024)
Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken
Understanding and Mitigating Classification Errors Through Interpretable Token Patterns. CoRR (2023)
Julius Steuer, Marius Mosbach, Dietrich Klakow
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures. CoRR (2023)
Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow
ε kú : Integrating YorùBá Cultural greetings into Machine Translation. AfricaNLP (2023)
Vagrant Gautam, Miaoran Zhang, Dietrich Klakow
A Lightweight Method to Generate Unanswerable Questions in English. CoRR (2023)
Idris Akinade, Jesujoba O. Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow
E KÚ [MASK]: Integrating Yorùbá cultural greetings into machine translation. CoRR (2023)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
Multilingual Normalization of Temporal Expressions with Masked Language Models. EACL (2023)
Alexander Blatt, Badr M. Abdullah, Dietrich Klakow
Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic Control. ASRU (2023)
Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. CoRR (2023)
Badr M. Abdullah, Dietrich Klakow
Analyzing the Representational Geometry of Acoustic Word Embeddings. CoRR (2023)
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. ACL (Findings) (2023)
Aravind Krishnan, Jesujoba O. Alabi, Dietrich Klakow
On the N-gram Approximation of Pre-trained Language Models. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) (2023)
Aravind Krishnan, Jesujoba O. Alabi, Dietrich Klakow
On the N-gram Approximation of Pre-trained Language Models. INTERSPEECH (2023)
Boris Wiegand, Dietrich Klakow, Jilles Vreeken
Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times. SDM (2023)
Vagrant Gautam, Miaoran Zhang, Dietrich Klakow
A Lightweight Method to Generate Unanswerable Questions in English. EMNLP (Findings) (2023)
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, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages. CoRR (2023)
Lakshmi Rajendram Bashyam, Alexander Blatt, Dietrich Klakow
Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error Detection. ASRU (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL (2023)
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. CoRR (2023)
Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. INTERSPEECH (2023)
Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah
Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification. CoRR (2023)
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, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. ACL (1) (2023)
Julius Steuer, Badr Abdullah, Johann-Mattis List, Dietrich Klakow
Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists. CoRR (2023)
Badr M. Abdullah, Bernd Möbius, Dietrich Klakow
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. INTERSPEECH (2022)
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. COLING (2022)
David Ifeoluwa Adelani, Jesujoba O. Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. NAACL-HLT (2022)
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. CoRR (2022)
Anupama Chingacham, Vera Demberg, Dietrich Klakow
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification. CoRR (2022)
Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow
Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information. CoRR (2022)
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT (2022)
Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow
Call-Sign Recognition and Understanding for Noisy Air-Traffic Transcripts Using Surveillance Information. ICASSP (2022)
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, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. EMNLP (2022)
Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow
Generating Natural Language Explanations for Black-Box Predictions. TransAI (2022)
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. CoRR (2022)
Vilém Zouhar, Marius Mosbach, Dietrich Klakow
Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. CoRR (2022)
Badr M. Abdullah, Bernd Möbius, Dietrich Klakow
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. CoRR (2022)
Irina Stenger, Philip Georgis, Tania Avgustinova, Bernd Möbius, Dietrich Klakow
Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension. LREC (2022)
Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. ICML (2022)
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, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. CoRR (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. Insights@ACL (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages. CoRR (2022)
Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. CoRR (2022)
Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier
Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. CoRR (2022)
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. TSD (2022)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR (2022)
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. CoRR (2022)
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. CoRR (2022)
M. A. Tugtekin Turan, Dietrich Klakow, Emmanuel Vincent, Denis Jouvet
Adapting Language Models When Training on Privacy-Transformed Data. LREC (2022)
Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow
Knowledge Base Index Compression via Dimensionality and Precision Reduction. CoRR (2022)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
Multilingual Normalization of Temporal Expressions with Masked Language Models. CoRR (2022)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. Bioinform. 38 (12) (2022)
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. CoRR (2022)
Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow
Exploiting Social Media Content for Self-Supervised Style Transfer. CoRR (2022)
Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier
Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. LREC (2022)
Simone Fischer-Hübner, Dietrich Klakow, Peggy Valcke, Emmanuel Vincent
Privacy in Speech and Language Technology (Dagstuhl Seminar 22342). Dagstuhl Reports 12 (8) (2022)
Anupama Chingacham, Vera Demberg, Dietrich Klakow
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification. SLT (2022)
Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow
Explaining Black-box Predictions by Generating Local Meaningful Perturbations. Int. J. Semantic Comput. 16 (1) (2022)
Boris Wiegand, Dietrich Klakow, Jilles Vreeken
Discovering Interpretable Data-to-Sequence Generators. AAAI (2022)
Badr Abdullah, Dietrich Klakow
Analyzing the Representational Geometry of Acoustic Word Embeddings. BlackboxNLP@EMNLP (2022)
Badr M. Abdullah, Iuliia Zaitova, Tania Avgustinova, Bernd Möbius, Dietrich Klakow
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings. CoRR (2021)
Martin Kocour, Karel Veselý, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szöke, Jan Cernocký, Dietrich Klakow, Petr Motlícek
Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. Interspeech (2021)
Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow
Graph-based Argument Quality Assessment. RANLP (2021)
Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
Analysing the Noise Model Error for Realistic Noisy Label Data. CoRR (2021)
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. EMNLP (1) (2021)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. CoRR (2021)
Susann Boy, Dana Ruiter, Dietrich Klakow
Emoji-Based Transfer Learning for Sentiment Tasks. CoRR (2021)
Nicole Macher, Badr M. Abdullah, Harm Brouwer, Dietrich Klakow
Do we read what we hear? Modeling orthographic influences on spoken word recognition. EACL (Student Research Workshop) (2021)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. CoRR (2021)
Dawei Zhu, Aditya Mogadala, Dietrich Klakow
Image manipulation with natural language using Two-sided Attentive Conditional Generative Adversarial Network. Neural Networks 136 (2021)
Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
Analysing the Noise Model Error for Realistic Noisy Label Data. AAAI (2021)
Badr Abdullah, Iuliia Zaitova, Tania Avgustinova, Bernd Möbius, Dietrich Klakow
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings. BlackboxNLP@EMNLP (2021)
Susann Boy, Dana Ruiter, Dietrich Klakow
Emoji-Based Transfer Learning for Sentiment Tasks. EACL (Student Research Workshop) (2021)
Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages. CoRR (2021)
Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. ICLR (2021)

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Dietrich Klakow