Samuel Mensah
20 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🌈
Renaissance Researcher
(7)
🤝
Dynamic Duo
(11)
🧬
Topic Evolution
🏆
Keyword Champion
(4)
💎
Century Club
(18)
⚡
Prolific Year
(6)
🔥
Unstoppable
(5)
🗃️
Keyword Collector
(103)
Conferences
EMNLP (7)
AAAI (5)
ACL (4)
EACL (2)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
graph convolutional network
(5)
relation extraction
(4)
neural network
(4)
aspect-level sentiment
(4)
bidirectional lstm
(3)
dependency tree
(3)
representation learning
(3)
sentiment classification
(3)
large language model
(2)
multi-task learning
(2)
aspect-based sentiment
(2)
entity extraction
(2)
contrastive learning
(2)
zero-shot learning
(2)
natural language inference
(2)
named entity recognition
(2)
multimodal learning
(2)
domain adaptation
(2)
vision language model
(2)
embedding learning
(1)
Papers
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
EACL 2026
Distill and Align Decomposition for Enhanced Claim Verification
EACL 2026
A Variational Approach for Mitigating Entity Bias in Relation Extraction
ACL 2025
VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification
AAAI 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
NAACL 2025
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
ACL 2025
Trading Syntax Trees for Wordpieces: Target-oriented Opinion Words Extraction with Wordpieces and Aspect Enhancement
ACL 2023
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction
EMNLP 2022
Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives
AAAI 2022
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking
ACL 2022
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding
EMNLP 2022
Explicit Role Interaction Network for Event Argument Extraction
EMNLP 2022
DropMix: A Textual Data Augmentation Combining Dropout with Mixup
EMNLP 2022
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction
AAAI 2021
An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction
EMNLP 2021
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations
EMNLP 2020
Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification
AAAI 2020
Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph
AAAI 2020
Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree
IJCNLP 2019
Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree
EMNLP 2019