Mennatallah El-Assady
19 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (13)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(8)
🧭
Keyword Pioneer
🧬
Topic Evolution
🔥
Unstoppable
(7)
⚡
Prolific Year
(5)
💎
Century Club
(19)
❓
The Questioner
🗃️
Keyword Collector
(91)
Conferences
ACL (7)
EMNLP (4)
NIPS (3)
COLING (2)
ICLR (1)
IJCNLP (1)
MIDL (1)
Top co-authors
Research topics
Keywords
visual analytics
(4)
explainable ai
(4)
feature attribution
(3)
natural language inference
(2)
language model
(2)
natural language processing
(2)
model interpretability
(2)
linguistic analysis
(2)
large language model
(2)
contextualized language model
(2)
transfer learning
(1)
text generation
(1)
data annotation
(1)
text representation
(1)
benchmark evaluation
(1)
representation learning
(1)
model robustness
(1)
question generation
(1)
uncertainty quantification
(1)
semantic segmentation
(1)
Papers
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification
EMNLP 2025
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges
ACL 2025
Reward Learning from Multiple Feedback Types
ICLR 2025
Dia-Lingle: A Gamified Interface for Dialectal Data Collection
ACL 2025
CafGa: Customizing Feature Attributions to Explain Language Models
EMNLP 2025
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
NIPS 2024
On Affine Homotopy between Language Encoders
NIPS 2024
PowerGraph: A power grid benchmark dataset for graph neural networks
NIPS 2024
SyntaxShap: Syntax-aware Explainability Method for Text Generation
ACL 2024
A Diachronic Perspective on User Trust in AI under Uncertainty
EMNLP 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals
ACL 2023
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings
MIDL 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
EMNLP 2022
Explaining Contextualization in Language Models using Visual Analytics
ACL 2021
Explaining Contextualization in Language Models using Visual Analytics
IJCNLP 2021
Representation Problems in Linguistic Annotations: Ambiguity, Variation, Uncertainty, Error and Bias
COLING 2020
XplaiNLI: Explainable Natural Language Inference through Visual Analytics
COLING 2020
lingvis.io - A Linguistic Visual Analytics Framework
ACL 2019
Interactive Visual Analysis of Transcribed Multi-Party Discourse
ACL 2017