| 2026 | ACL | Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking. | Songbo Hu, Yinhong Liu, Ej Zhou, Evgeniia Razumovskaia, Xiaobin Wang, Alexander Fraser, Ivan Vulic, Anna Korhonen |
| 2026 | EACL | NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment. | Antonia Karamolegkou, Angana Borah, Eunjung Cho, Sagnik Ray Choudhury, Martina Galletti, Pranav Gupta, Oana Ignat, Priyanka Kargupta, Neema Kotonya, Hemank Lamba, Sun-Joo Lee, Arushi Mangla, Ishani Mondal, Fatima Zahra Moudakir, Deniz Nazar, Poli Nemkova, Dina Pisarevskaya, Naquee Rizwan, Nazanin Sabri, Keenan Samway, Dominik Stammbach, Anna Steinberg, David Toms, Steven R. Wilson, Bowen Yi, Jessica H. Zhu, Arkaitz Zubiaga, Anders Sgaard, Alexander Fraser, Zhijing Jin, Rada Mihalcea, Joel R. Tetreault, Daryna Dementieva |
| 2026 | EACL | Optical Character Recognition for the International Phonetic Alphabet. | Shu Okabe, Dejvi Zelo, Alexander Fraser |
| 2026 | LREC | Beyond Generic Responses: Target-Aware Strategies for Countering Hate Speech. | Yen-Yu Chang, Daryna Dementieva, Alexander Fraser |
| 2026 | LREC | Parallel Sentence Filtering for Low-Resource Language Pairs: A Case Study for Upper Sorbian, German, and Czech. | Ruiyang Jiang, Shu Okabe, Alexander Fraser |
| 2026 | LREC | Explainable Semantic Textual Similarity via Dissimilar Span Detection. | Diego Miguel Lozano, Daryna Dementieva, Alexander Fraser |
| 2025 | ACL | EXECUTE: A Multilingual Benchmark for LLM Token Understanding. | Lukas Edman, Helmut Schmid, Alexander Fraser |
| 2025 | ACL | Multilingual Text-to-Image Generation Magnifies Gender Stereotypes. | Felix Friedrich, Katharina Hmmerl, Patrick Schramowski, Manuel Brack, Jindrich Libovick, Alexander Fraser, Kristian Kersting |
| 2025 | ACL | Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding. | Lukas Kinder, Lukas Edman, Alexander Fraser, Tobias Kfer |
| 2025 | ACL | Improving Parallel Sentence Mining for Low-Resource and Endangered Languages. | Shu Okabe, Katharina Hmmerl, Alexander Fraser |
| 2025 | COLING | LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback. | Yaqi Zhang, Viktor Hangya, Alexander Fraser |
| 2025 | EMNLP | EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian. | Daryna Dementieva, Nikolay Babakov, Alexander Fraser |
| 2025 | EMNLP | Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data. | Faeze Ghorbanpour, Daryna Dementieva, Alexander Fraser |
| 2025 | EMNLP | From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora. | Yingli Shen, Wen Lai, Shuo Wang, Ge Gao, Kangyang Luo, Alexander Fraser, Maosong Sun |
| 2025 | EMNLP | Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge. | Tsedeniya Kinfe Temesgen, Marion Di Marco, Alexander Fraser |
| 2025 | ICML | Joint Localization and Activation Editing for Low-Resource Fine-Tuning. | Wen Lai, Alexander Fraser, Ivan Titov |
| 2025 | KI | Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models Using Set Encoding. | Lukas Kinder, Lukas Edman, Alexander Fraser, Tobias Kfer |
| 2025 | NAACL | Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning. | Faeze Ghorbanpour, Viktor Hangya, Alexander Fraser |
| 2025 | NAACL | Beyond Literal Token Overlap: Token Alignability for Multilinguality. | Katharina Hmmerl, Tomasz Limisiewicz, Jindrich Libovick, Alexander Fraser |
| 2024 | ACL | Understanding Cross-Lingual Alignment - A Survey. | Katharina Hmmerl, Jindrich Libovick, Alexander Fraser |
| 2024 | ACL | LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback. | Wen Lai, Mohsen Mesgar, Alexander Fraser |
| 2024 | COLING | How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have. | Viktor Hangya, Alexander Fraser |
| 2024 | COLING | Analyzing the Understanding of Morphologically Complex Words in Large Language Models. | Marion Weller-Di Marco, Alexander Fraser |
| 2024 | COLING | Reconstruction of Cuneiform Literary Texts as Text Matching. | Fabian Simonjetz, Jussi Laasonen, Yunus Cobanoglu, Alexander Fraser, Enrique Jimnez |
| 2024 | EMNLP | CUTE: Measuring LLMs' Understanding of Their Tokens. | Lukas Edman, Helmut Schmid, Alexander Fraser |
| 2024 | EMNLP | Style-Specific Neurons for Steering LLMs in Text Style Transfer. | Wen Lai, Viktor Hangya, Alexander Fraser |
| 2024 | EMNLP | Subword Segmentation in LLMs: Looking at Inflection and Consistency. | Marion Di Marco, Alexander Fraser |
| 2024 | EMNLP | Hate Personified: Investigating the role of LLMs in content moderation. | Sarah Masud, Sahajpreet Singh, Viktor Hangya, Alexander Fraser, Tanmoy Chakraborty |
| 2023 | ACL | Speaking Multiple Languages Affects the Moral Bias of Language Models. | Katharina Hmmerl, Bjrn Deiseroth, Patrick Schramowski, Jindrich Libovick, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting |
| 2023 | ACL | Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity. | Katharina Hmmerl, Alina Fastowski, Jindrich Libovick, Alexander Fraser |
| 2023 | EACL | AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models. | Alexandra Chronopoulou, Matthew E. Peters, Alexander Fraser, Jesse Dodge |
| 2023 | EACL | A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing. | Sophie Henning, William Beluch, Alexander Fraser, Annemarie Friedrich |
| 2023 | EMNLP | Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation. | Wen Lai, Alexandra Chronopoulou, Alexander Fraser |
| 2023 | EMNLP | A Study on Accessing Linguistic Information in Pre-Trained Language Models by Using Prompts. | Marion Di Marco, Katharina Hmmerl, Alexander Fraser |
| 2022 | ACL | Combining Static and Contextualised Multilingual Embeddings. | Katharina Hmmerl, Jindrich Libovick, Alexander Fraser |
| 2022 | ACL | Why don't people use character-level machine translation? | Jindrich Libovick, Helmut Schmid, Alexander Fraser |
| 2022 | COLING | Improving Both Domain Robustness and Domain Adaptability in Machine Translation. | Wen Lai, Jindrich Libovick, Alexander Fraser |
| 2022 | EMNLP | Improving Low-Resource Languages in Pre-Trained Multilingual Language Models. | Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser |
| 2022 | EMNLP | m⌃4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter. | Wen Lai, Alexandra Chronopoulou, Alexander Fraser |
| 2021 | EMNLP | Adapting Entities across Languages and Cultures. | Denis Peskov, Viktor Hangya, Jordan L. Boyd-Graber, Alexander Fraser |
| 2021 | NAACL | Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation. | Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser |
| 2020 | EMNLP | Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems. | Jindrich Libovick, Alexander Fraser |
| 2020 | EMNLP | On the Language Neutrality of Pre-trained Multilingual Representations. | Jindrich Libovick, Rudolf Rosa, Alexander Fraser |
| 2014 | AMTA | Using noun class information to model selectional preferences for translating prepositions in SMT. | Marion Weller, Sabine Schulte im Walde, Alexander Fraser |