Van Bach Nguyen

5 papers · 2022–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (1) AISTATS (1) EACL (1) EMNLP (1) IJCAI (1)

Top co-authors

Christin Seifert (4) Jörg Schlötterer (3) Paul Youssef (1) Nils Feldhus (1) Hinrich Schuetze (1) Vera Schmitt (1) Sebastian Möller (1) Fedor Splitt (1) Wissam Siblini (1) Meike Nauta (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Natural Language Processing (3) Deep Learning (2) Application Areas (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Applications (1) Generation (1) Resources & Methods (1)

Keywords

model interpretability (2) anomaly detection (1) sentiment analysis (1) natural language inference (1) data augmentation (1) explainable ai (1) sequential model (1) fraud detection (1) recurrent neural network (1) multilingual generation (1) model explanation (1) mechanistic interpretability (1) attention head (1) evaluation metric (1) bidirectional lstm (1) temporal feature (1) counterfactual generation (1) hate speech detection (1) counterfactual data augmentation (1) explanation quality (1)

Papers

How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective EACL 2026 Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ACL 2026 LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024 Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges IJCAI 2023 The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022