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Gerard de Melo
Full Professor, Hasso Plattner Institute
Full Professor, University of Potsdam
Joined
July 2019
Names
Gerard de Melo
(Preferred)
,
Gerard Melo
,
Gerard De Melo
Emails
****@demelo.org
(Confirmed)
,
****@uni-potsdam.de
(Confirmed)
,
****@hpi.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
ACL Anthology
Career & Education History
Full Professor
Hasso Plattner Institute
(hpi.de)
2020
–
Present
Full Professor
University of Potsdam
(uni-potsdam.de)
2020
–
Present
Assistant Professor
Rutgers University
(rutgers.edu)
2017
–
2020
Assistant Professor
Tsinghua University, Tsinghua University
(tsinghua.edu.cn)
2013
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Gerhard Weikum
2007
–
2010
Expertise
natural language processing
Present
deep learning
Present
large language models
Present
Publications
The Source of Competence Shapes Metacognition in Language Models
Roi Cohen
,
Gerard de Melo
ICML MemFM 2026 Workshop Poster
Readers:
Everyone
A Closer Look at Transformer Attention for Multilingual Translation
Jingyi Zhang
,
Gerard de Melo
,
Hongfei Xu
,
Kehai Chen
WMT 2023
Readers:
Everyone
Query-Level Uncertainty in Large Language Models
Lihu Chen
,
Gerard de Melo
,
Fabian M. Suchanek
,
Gaël Varoquaux
MetaGenAI2025 Oral
Readers:
Everyone
EvalRes: Evaluating VLMs' Sensitivity to Image Resolution and Relative Detail Size
Alexandra Kudaeva
,
Gerard de Melo
Submitted to ICLR 2026
Readers:
Everyone
Token Distillation: Attention-Aware Input Embeddings for New Tokens
Konstantin Dobler
,
Desmond Elliott
,
Gerard de Melo
ICLR 2026 Poster
Readers:
Everyone
Cross Lingual Long-tailed Entity Alignment in Knowledge Graphs
Russa Biswas
,
Trung Duc Anh Dang
,
Gerard de Melo
,
Johannes Bjerva
Submitted to ICLR 2026
Readers:
Everyone
Unifying Latent Uncertainty Signals in Large Language Models for Improved Factual Precision
Roi Cohen
,
Omri Fahn
,
Gerard de Melo
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Knowledgeless Language Models: Decoupling Linguistic Competence and Factual Knowledge
Roi Cohen
,
Yvan Carré
,
Nick Lechtenbörger
,
Hendrik Droste
,
Lucas Kerschke
,
Russa Biswas
,
Gerard de Melo
,
Jan Buys
Submitted to ICLR 2026
Readers:
Everyone
Query-Level Uncertainty in Large Language Models
Lihu Chen
,
Gerard de Melo
,
Fabian M. Suchanek
,
Gaël Varoquaux
ICLR 2026 Poster
Readers:
Everyone
Rethinking Graph-Based Document Classification: Learning Data-Driven Structures Beyond Heuristic Approaches
Margarita Bugueño
,
Gerard de Melo
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
View all 167 publications
Co-Authors
Aarohi Srivastava
Abhinav Rastogi
Abhishek Rao
Abir De
Abu Awal Md Shoeb
Abubakar Abid
Adam Fisch
Adam Pease
Adam R. Brown
Adam Santoro
Aditya Gupta
Adrià Garriga-Alonso
Agnieszka Kluska
Ahmed Elgammal
Aidan Hogan
Aitor Lewkowycz
Akshat Agarwal
Alejandro Jaimes
Alethea Power
Alex Ray
Alex Warstadt
Alexander W. Kocurek
Alexandra Kudaeva
Alexandra Teyssandier
Alexandre Rademaker
View all 735 co-authors