Alexander Fraser

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 71

Top Topics

Morphological Segmentation

Machine Translation

Top Venues

EMNLP (Findings)

Publications

Felix Friedrich, Katharina Hämmerl, Patrick Schramowski, Jindrich Libovický, Kristian Kersting, Alexander Fraser
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You. CoRR (2024)
Prisca Piccirilli, Alexander Fraser, Sabine Schulte im Walde
VOLIMET: A Parallel Corpus of Literal and Metaphorical Verb-Object Pairs for English-German and English-French. *SEM@NAACL (2024)
Marion Weller-Di Marco, Alexander Fraser
Analyzing the Understanding of Morphologically Complex Words in Large Language Models. LREC/COLING (2024)
Fabian Simonjetz, Jussi Laasonen, Yunus Cobanoglu, Alexander Fraser, Enrique Jiménez
Reconstruction of Cuneiform Literary Texts as Text Matching. LREC/COLING (2024)
Katharina Hämmerl, Jindrich Libovický, Alexander Fraser
Understanding Cross-Lingual Alignment - A Survey. CoRR (2024)
Wen Lai, Mohsen Mesgar, Alexander Fraser
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback. CoRR (2024)
Ryan Cotterell, Thomas Müller, Alexander Fraser, Hinrich Schütze
Labeled Morphological Segmentation with Semi-Markov Models. CoRR (2024)
Thomas Müller, Ryan Cotterell, Alexander Fraser, Hinrich Schütze
Joint Lemmatization and Morphological Tagging with LEMMING. CoRR (2024)
Katharina Hämmerl, Jindrich Libovický, Alexander Fraser
Understanding Cross-Lingual Alignment - A Survey. ACL (Findings) (2024)
Viktor Hangya, Alexander Fraser
How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have. LREC/COLING (2024)
Wen Lai, Mohsen Mesgar, Alexander Fraser
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback. ACL (Findings) (2024)
Alexandra Chronopoulou, Matthew E. Peters, Alexander Fraser, Jesse Dodge
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models. EACL (Findings) (2023)
Wen Lai, Alexandra Chronopoulou, Alexander Fraser
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation. EMNLP (Findings) (2023)
Sophie Henning, William Beluch, Alexander Fraser, Annemarie Friedrich
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing. EACL (2023)
Viktor Hangya, Alexander Fraser
How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have. CoRR (2023)
Katharina Hämmerl, Alina Fastowski, Jindrich Libovický, Alexander Fraser
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity. ACL (Findings) (2023)
Wen Lai, Viktor Hangya, Alexander Fraser
Extending Multilingual Machine Translation through Imitation Learning. CoRR (2023)
Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. IWSLT@ACL (2023)
Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. CoRR (2023)
Katharina Hämmerl, Alina Fastowski, Jindrich Libovický, Alexander Fraser
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity. CoRR (2023)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models. ACL (Findings) (2023)
Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser
Label modification and bootstrapping for zero-shot cross-lingual hate speech detection. Lang. Resour. Evaluation 57 (4) (2023)
Viktor Hangya, Alexander Fraser
LMU at HaSpeeDe3: Multi-Dataset Training for Cross-Domain Hate Speech Detection. EVALITA (2023)
Wen Lai, Alexandra Chronopoulou, Alexander Fraser
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation. CoRR (2023)
Marion Di Marco, Katharina Hämmerl, Alexander Fraser
A Study on Accessing Linguistic Information in Pre-Trained Language Models by Using Prompts. EMNLP (2023)
Viktor Hangya, Silvia Severini, Radoslav Ralev, Alexander Fraser, Hinrich Schütze
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages. CoRR (2023)
Alexandra Chronopoulou, Matthew E. Peters, Alexander Fraser, Jesse Dodge
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models. CoRR (2023)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models. CoRR (2022)
Katharina Hämmerl, Jindrich Libovický, Alexander Fraser
Combining Static and Contextualised Multilingual Embeddings. ACL (Findings) (2022)
Sophie Henning, William H. Beluch, Alexander Fraser, Annemarie Friedrich
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing. CoRR (2022)
Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models. EMNLP (2022)
Jindrich Libovický, Alexander Fraser
Neural String Edit Distance. SPNLP@ACL (2022)
Wen Lai, Alexandra Chronopoulou, Alexander Fraser
Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter. CoRR (2022)
Katharina Hämmerl, Jindrich Libovický, Alexander Fraser
Combining Static and Contextualised Multilingual Embeddings. CoRR (2022)
Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases. CoRR (2022)
Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases. Proc. VLDB Endow. 15 (12) (2022)
Jindrich Libovický, Helmut Schmid, Alexander Fraser
Why don't people use character-level machine translation? ACL (Findings) (2022)
Marion Weller-Di Marco, Alexander Fraser
Findings of the WMT 2022 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT. WMT (2022)
Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings. CoRR (2022)
Marion Weller-Di Marco, Alexander Fraser
Test Suite Evaluation: Morphological Challenges and Pronoun Translation. WMT (2022)
Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser
Addressing the Challenges of Cross-Lingual Hate Speech Detection. CoRR (2022)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Alexander Fraser, Kristian Kersting
Do Multilingual Language Models Capture Differing Moral Norms? CoRR (2022)
Marion Weller-Di Marco, Matthias Huck, Alexander Fraser
Modeling Target-Side Morphology in Neural Machine Translation: A Comparison of Strategies. CoRR (2022)
Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser
Language-Family Adapters for Multilingual Neural Machine Translation. CoRR (2022)
Wen Lai, Alexandra Chronopoulou, Alexander Fraser
m⌃4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter. EMNLP (Findings) (2022)
Wen Lai, Jindrich Libovický, Alexander Fraser
Improving Both Domain Robustness and Domain Adaptability in Machine Translation. COLING (2022)
Denis Peskov, Viktor Hangya, Jordan L. Boyd-Graber, Alexander Fraser
Adapting Entities across Languages and Cultures. EMNLP (Findings) (2021)
Jindrich Libovický, Alexander Fraser
The LMU Munich Systems for the WMT21 Unsupervised and Very Low-Resource Translation Task. WMT@EMNLP (2021)
Irina Bigoulaeva, Viktor Hangya, Alexander Fraser
Cross-Lingual Transfer Learning for Hate Speech Detection. LT-EDI@EACL (2021)
Simon Riess, Matthias Huck, Alexander Fraser
A Comparison of Sentence-Weighting Techniques for NMT. MTSummit (1) (2021)
Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation. CoRR (2021)
Jindrich Libovický, Alexander Fraser
Findings of the WMT 2021 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT. WMT@EMNLP (2021)
Jindrich Libovický, Helmut Schmid, Alexander Fraser
Why don't people use character-level machine translation? CoRR (2021)
Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation. NAACL-HLT (2021)
Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen
Improving Machine Translation of Rare and Unseen Word Senses. WMT@EMNLP (2021)
Wen Lai, Jindrich Libovický, Alexander Fraser
Improving both domain robustness and domain adaptability in machine translation. CoRR (2021)
Wen Lai, Jindrich Libovický, Alexander Fraser
The LMU Munich System for the WMT 2021 Large-Scale Multilingual Machine Translation Shared Task. WMT@EMNLP (2021)
Jindrich Libovický, Alexander Fraser
Neural String Edit Distance. CoRR (2021)
Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya, Alexander Fraser
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task. WMT@EMNLP (2020)
Jindrich Libovický, Rudolf Rosa, Alexander Fraser
On the Language Neutrality of Pre-trained Multilingual Representations. EMNLP (Findings) (2020)
Alexander Fraser
Findings of the WMT 2020 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT. WMT@EMNLP (2020)
Jindrich Libovický, Alexander Fraser
Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems. EMNLP (1) (2020)
Jindrich Libovický, Viktor Hangya, Helmut Schmid, Alexander Fraser
The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task. WMT@EMNLP (2020)
Jindrich Libovický, Rudolf Rosa, Alexander Fraser
On the Language Neutrality of Pre-trained Multilingual Representations. CoRR (2020)
Jindrich Libovický, Alexander Fraser
Towards Character-Level Transformer NMT by Finetuning Subword Systems. CoRR (2020)
Jindrich Libovický, Rudolf Rosa, Alexander Fraser
How Language-Neutral is Multilingual BERT? CoRR (2019)
Veronika Hintzen, Alexander Fraser
To Act Or Not To Act - Annotating and Classifying Email Regarding Necessary Action. KONVENS (2019)
Viktor Hangya, Fabienne Braune, Yuliya Kalasouskaya, Alexander Fraser
Unsupervised Parallel Sentence Extraction from Comparable Corpora. IWSLT (2018)
Leonie Weissweiler, Alexander Fraser
Developing a Stemmer for German Based on a Comparative Analysis of Publicly Available Stemmers. GSCL (2017)
Valentin Deyringer, Alexander Fraser, Helmut Schmid, Tsuyoshi Okita
Parallelization of Neural Network Training for NLP with Hogwild! Prague Bull. Math. Linguistics 109 (2017)
Martin Wunderlich, Alexander Fraser, Paul Sander Langeslag
God Wat Þæt Ic Eom God - An Exploratory Investigation Into Word Sense Disambiguation in Old English. GSCL (2015)
Marion Weller, Sabine Schulte im Walde, Alexander Fraser
Using noun class information to model selectional preferences for translating prepositions in SMT. AMTA (2014)
Alexander Fraser
Improving Translation to Morphologically Rich Languages (Améliorer la traduction des langages morphologiquement riches) [in French]. TALN (4) (2013)
Fabienne Fritzinger, Alexander Fraser
How to Avoid Burning Ducks: Combining Linguistic Analysis and Corpus Statistics for German Compound Processing. WMT@ACL (2010)
Hamidreza Kobdani, Alexander Fraser, Hinrich Schütze
Word Alignment by Thresholded Two-Dimensional Normalization. MTSummit (2009)
Alexander Fraser
Experiments in Morphosyntactic Processing for Translating to and from German. WMT@EACL (2009)