--- title: "Workshop on Noisy User-generated Text 2025 — accepted papers" description: "Workshop on Noisy User-generated Text 2025 — accepted papers: 1 paper in the Elamur Research library (Albuquerque, New Mexico, USA)…" canonical: "https://research.elamur.ai/free/en/venues/wnut/2025/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/wnut/2025/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Noisy User-generated Text](https://md.research.elamur.ai/free/en/venues/wnut/) / 2025 # Workshop on Noisy User-generated Text 2025 — accepted papers Workshop on Noisy User-generated Text 2025 is the 2025 edition of the Workshop on Noisy User-generated Text, held in Albuquerque, New Mexico, USA, May 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 16 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Albuquerque, New Mexico, [United States](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 May 2025 [**16** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/wnut/2025/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/wnut/2025/#works) ## Most cited papers By their OpenAlex citations; a paper with our summary links to its page here, the others to the original. 1. **[On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation ↗](https://aclanthology.org/2025.wnut-1.7/)**Rune Birkmose, Nathan Mørkeberg Reece, Esben Hofstedt Norvin et al.*7 citations* 2. **[Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation ↗](https://aclanthology.org/2025.wnut-1.13/)**Toqeer Ehsan, Thamar Solorio*6 citations* 3. **[FaBERT: Pre-training BERT on Persian Blogs ↗](https://aclanthology.org/2025.wnut-1.10/)**Mostafa Masumi, Seyed Soroush Majd, Mehrnoush Shamsfard et al.*4 citations* 4. **[We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text ↗](https://aclanthology.org/2025.wnut-1.6/)**Aarohi Srivastava, David Chiang*2 citations* 5. **[Automatic normalization of noisy technical reports with an LLM: What effects on a downstream task? ↗](https://aclanthology.org/2025.wnut-1.5/)**Mariame Maarouf, Ludovic Tanguy*1 citation* 6. **[Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems ↗](https://aclanthology.org/2025.wnut-1.11/)**Shenbin Qian, Constantin Orasan, Diptesh Kanojia et al.*1 citation* 7. **[Identifying and analyzing `noisy' spelling errors in a second language corpus ↗](https://aclanthology.org/2025.wnut-1.4/)**Alan Juffs, Ben Naismith*1 citation* 8. **[Prompt Guided Diffusion for Controllable Text Generation ↗](https://aclanthology.org/2025.wnut-1.9/)**Mohaddeseh Mirbeygi, Hamid Beigy*1 citation* 9. **[Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations ↗](https://aclanthology.org/2025.wnut-1.2/)**Quanqi Du, Loic De Langhe, Els Lefever et al.*1 citation* ## All accepted papers (16) The most cited first; 1 with our summary link to their page here, the others to the original. 1. **[On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation ↗](https://aclanthology.org/2025.wnut-1.7/)**Rune Birkmose, Nathan Mørkeberg Reece, Esben Hofstedt Norvin et al.*7 citations* 2. **[Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation ↗](https://aclanthology.org/2025.wnut-1.13/)**Toqeer Ehsan, Thamar Solorio*6 citations* 3. **[FaBERT: Pre-training BERT on Persian Blogs ↗](https://aclanthology.org/2025.wnut-1.10/)**Mostafa Masumi, Seyed Soroush Majd, Mehrnoush Shamsfard et al.*4 citations* 4. **[We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text ↗](https://aclanthology.org/2025.wnut-1.6/)**Aarohi Srivastava, David Chiang*2 citations* 5. **[Automatic normalization of noisy technical reports with an LLM: What effects on a downstream task? ↗](https://aclanthology.org/2025.wnut-1.5/)**Mariame Maarouf, Ludovic Tanguy*1 citation* 6. **[Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems ↗](https://aclanthology.org/2025.wnut-1.11/)**Shenbin Qian, Constantin Orasan, Diptesh Kanojia et al.*1 citation* 7. **[Identifying and analyzing `noisy' spelling errors in a second language corpus ↗](https://aclanthology.org/2025.wnut-1.4/)**Alan Juffs, Ben Naismith*1 citation* 8. **[Prompt Guided Diffusion for Controllable Text Generation ↗](https://aclanthology.org/2025.wnut-1.9/)**Mohaddeseh Mirbeygi, Hamid Beigy*1 citation* 9. **[Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations ↗](https://aclanthology.org/2025.wnut-1.2/)**Quanqi Du, Loic De Langhe, Els Lefever et al.*1 citation* 10. **[Applying Transformer Architectures to Detect Cynical Comments in Spanish Social Media ↗](https://aclanthology.org/2025.wnut-1.8/)**Samuel Gonzalez-Lopez, Steven Bethard, Rogelio Platt-Molina et al. 11. **[From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting ↗](https://aclanthology.org/2025.wnut-1.15/)**Arturs Znotins, Normunds Gruzitis, Roberts Dargis 12. **[Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation ↗](https://aclanthology.org/2025.wnut-1.12/)**Parham Abed Azad, Hamid Beigy 13. **[Restoring Missing Spaces in Scraped Hebrew Social Media](https://md.research.elamur.ai/free/en/papers/shmidman-2025-restoring-missing-spaces-scraped-hebrew/)**Avi Shmidman, Shaltiel Shmidman*our summary* 14. **[Text Normalization for Sentiment Analysis in Japanese Social Media ↗](https://aclanthology.org/2025.wnut-1.16/)**Risa Kondo, Ayu Teramen, Reon Kajikawa et al. 15. **[Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales ↗](https://aclanthology.org/2025.wnut-1.1/)**Mark Drakesmith, Dimosthenis Antypas, Clare Brown et al. 16. **[Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions ↗](https://aclanthology.org/2025.wnut-1.14/)**Hsuvas Borkakoty, Luis Espinosa-Anke ## Papers with our summary in our library (1) The most cited first (OpenAlex citations plus our library's). 1. [**Restoring Missing Spaces in Scraped Hebrew Social Media**Avi Shmidman, Shaltiel Shmidman*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/shmidman-2025-restoring-missing-spaces-scraped-hebrew/) ## Top topics Topics of its works in our library, with the number of works on each. [Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/) ## Fields [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Avi Shmidman**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/avi-shmidman/) · [🧑‍🔬**Shaltiel Shmidman**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/shaltiel-shmidman/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**Bar-Ilan University** Ramat Gan · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [← previous Workshop on Noisy User-generated Text 2022](https://md.research.elamur.ai/free/en/venues/wnut/2022/) - [↑ back to Workshop on Noisy User-generated Text](https://md.research.elamur.ai/free/en/venues/wnut/)