PPaperPicks

Gerard de Melo

University of Potsdam, Germany

19 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2930-2059 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4ACL ×4EMNLP ×4NeurIPS ×2EACL ×1ICLR ×1ICML ×1NAACL ×1WACV ×1

Frequent coauthors

Linlin Wang
×7
Liang He
×5
Xiaoling Wang
×4
Zetian Ouyang
×3
Ya Zhang
×3
Yanfeng Wang
×3
Maximilian Schall
×2
Alexandra Schild
×2
Marco Cipriano
×2
Margarita Bugueño
×2
Tolga Buz
×2
Xiechi Zhang
×2

Papers

  1. GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring
    WACV 2026 ·
    Maximilian Schall
    ,
    Felix Leonard Knöfel
    ,
    Noah Elias König
    ,
    Jan Jonas Kubeler
    ,
    Maximilian von Klinski
    ,
    Joan Wilhelm Linnemann
    ,
    Xiaoshi Liu
    ,
    Iven Jelle Schlegelmilch
    ,
    Ole Woyciniuk
    ,
    Alexandra Schild
    ,
    Dante Wasmuht
    ,
    Magdalena Bermejo Espinet
    ,
    German Illera Basas
    , Gerard de Melo
  2. MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes
    AAAI 2026 ·
    Liu Liu
    ,
    Alexandra Schild
    ,
    Marco Cipriano
    ,
    Fatimeh Al Ghannam
    ,
    Freya Tan
    , Gerard de Melo,
    Andres Sevtsuk
  3. PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models
    ACL 2026 ·
    Zetian Ouyang
    ,
    Linlin Wang
    , Gerard de Melo,
    Liang He
  4. ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations
    EACL 2026 ·
    Yindong Wang
    ,
    Martin Preiß
    ,
    Margarita Bugueño
    ,
    Jan Vincent Hoffbauer
    ,
    Abdullatif Ghajar
    ,
    Tolga Buz
    , Gerard de Melo
  5. AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation
    ACL 2025 ·
    Xiechi Zhang
    ,
    Zetian Ouyang
    ,
    Linlin Wang
    , Gerard de Melo,
    Zhu Cao
    ,
    Xiaoling Wang
    ,
    Ya Zhang
    ,
    Yanfeng Wang
    ,
    Liang He
  6. GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization
    NAACL 2025 ·
    Margarita Bugueño
    ,
    Hazem Abou Hamdan
    , Gerard de Melo
  7. Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation
    AAAI 2025 ·
    Shunfan Zheng
    ,
    Xiechi Zhang
    , Gerard de Melo,
    Xiaoling Wang
    ,
    Linlin Wang
  8. Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models
    ACL 2025 ·
    Yue Li
    ,
    Xin Yi
    ,
    Dongsheng Shi
    , Gerard de Melo,
    Xiaoling Wang
    ,
    Linlin Wang
  9. Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
    NeurIPS 2025 ·
    Weixing Wang
    ,
    Zifeng Ding
    ,
    Jindong Gu
    ,
    Rui Cao
    ,
    Christoph Meinel
    , Gerard de Melo,
    Haojin Yang
  10. InFact: Informativeness Alignment for Improved LLM Factuality
    EMNLP 2025 ·
    Roi Cohen
    ,
    Russa Biswas
    , Gerard de Melo
  11. Mitigate the Gap: Improving Cross-Modal Alignment in CLIP
    ICLR 2025 ·
    Sedigheh Eslami
    , Gerard de Melo
  12. NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning
    AAAI 2025 ·
    Xin Yi
    ,
    Shunfan Zheng
    ,
    Linlin Wang
    , Gerard de Melo,
    Xiaoling Wang
    ,
    Liang He
  13. SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints
    EMNLP 2025 ·
    Victor Adelakun Omolaoye
    ,
    Babajide Alamu Owoyele
    , Gerard de Melo
  14. Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
    ICML 2025 ·
    Marco Cipriano
    ,
    Moritz Feuerpfeil
    , Gerard de Melo
  15. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
    EMNLP 2024 ·
    Zetian Ouyang
    ,
    Yishuai Qiu
    ,
    Linlin Wang
    , Gerard de Melo,
    Ya Zhang
    ,
    Yanfeng Wang
    ,
    Liang He
  16. I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
    NeurIPS 2024 ·
    Roi Cohen
    ,
    Konstantin Dobler
    ,
    Eden Biran
    , Gerard de Melo
  17. LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering
    EMNLP 2024 ·
    Kris-Fillip Kahl
    ,
    Tolga Buz
    ,
    Russa Biswas
    , Gerard de Melo
  18. MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models
    AAAI 2024 ·
    Yan Cai
    ,
    Linlin Wang
    ,
    Ye Wang
    , Gerard de Melo,
    Ya Zhang
    ,
    Yanfeng Wang
    ,
    Liang He
  19. NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents
    ACL 2024 ·
    Tamara Czinczoll
    ,
    Christoph Hönes
    ,
    Maximilian Schall
    , Gerard de Melo