Briakou, Eleftheria

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1363 citations
   #cs.CL #cs.AI
2. WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects
   2025/02/18 by Daniel Deutsch, Eleftheria Briakou, Deutsch, Daniel +32 · 1 voice · 25 citations
   Computer Science · #Natural Language Processing Techniques
3. Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection
   2023/01/18 by Weijia Xu, Sweta Agrawal, Xu, Weijia +7 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages
   2023/11/16 by Jiayi Wang, David Ifeoluwa Adelani, Wang, Jiayi +109 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. On the Implications of Verbose LLM Outputs: A Case Study in Translation Evaluation
   2024/10/01 by Eleftheria Briakou, Zhongtao Liu, Briakou, Eleftheria +5 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
6. Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation
   2025/01/30 by Muhammed Yusuf Kocyigit, Eleftheria Briakou, Kocyigit, Muhammed Yusuf +9 · 1 voice · 5 citations
   Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
7. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts
   2024/09/10 by Eleftheria Briakou, Jiaming Luo, Briakou, Eleftheria +5 · 5 citations
   Arts and Humanities · Computer Science · #Translation Studies and Practices #Natural Language Processing Techniques
8. Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
   2025/04/16 by Julia Kreutzer, Eleftheria Briakou, Kreutzer, Julia +7 · 3 voices · 2 citations
   #cs.CL #cs.AI
9. XFORMAL: A Benchmark for Multilingual Formality Style Transfer
   2021/04/08 by Briakou, Eleftheria, Lu, Di, Zhang, Ke +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer
    2021/10/20 by Briakou, Eleftheria, Agrawal, Sweta, Tetreault, Joel +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences
    2023/12/04 by Eleftheria Briakou, Navita Goyal, Briakou, Eleftheria +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
12. Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability
    2023/05/17 by Briakou, Eleftheria, Cherry, Colin, Foster, George · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on QA Systems
    2023/05/23 by Navita Goyal, Eleftheria Briakou, Goyal, Navita +15 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
14. SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
    2025/06/05 by Senyu Li, Jiayi Wang, Li, Senyu +17 · 4 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices
15. Don't Throw Away Data: Better Sequence Knowledge Distillation
    2024/07/15 by Jun Wang, Wang, Jun, Eleftheria Briakou +9 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies