Ziwei Zhu
21 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Interdisciplinary Bridge π Cross-Pollinator (10) π Conference Polyglot (7) π Academic Marathon (8) π Renaissance Researcher (5)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(8)
π§¬
Topic Evolution
π
Century Club
(18)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(96)
Conferences
EMNLP (8)
ACL (4)
AAAI (3)
NAACL (2)
WACV (2)
AISTATS (1)
INTERSPEECH (1)
Top co-authors
Keywords
language model
(5)
large language model
(4)
text classification
(4)
social bia
(4)
spurious correlation
(3)
shortcut learning
(2)
vision-language model
(2)
bias mitigation
(2)
bias evaluation
(2)
image generation
(1)
model robustness
(1)
visual question answering
(1)
multilingual nlp
(1)
prompt engineering
(1)
benchmark evaluation
(1)
representation learning
(1)
prototype learning
(1)
prompt-based learning
(1)
logistic regression
(1)
robust statistics
(1)
Papers
VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models
ACL 2026
Bias Association Discovery Framework for Open-Ended LLM Generations
AAAI 2026
Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification
AAAI 2026
CAAC: Confidence-Aware Attention Calibration to Reduce Hallucinations in Large Vision-Language Models
WACV 2026
Crossroads of Continents: Automated Artifact Extraction for Cultural Adaptation with Large Multimodal Models
WACV 2025
Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective
NAACL 2025
Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs
EMNLP 2025
Whatβs Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs
EMNLP 2025
ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification
ACL 2025
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
ACL 2025
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models
EMNLP 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models
EMNLP 2024
Global Gallery: The Fine Art of Painting Culture Portraits through Multilingual Instruction Tuning
NAACL 2024
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages
EMNLP 2023
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts
ACL 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning
EMNLP 2023
Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model
EMNLP 2023
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China
AAAI 2021
Taming heavy-tailed features by shrinkage
AISTATS 2021
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition
EMNLP 2020
Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection
INTERSPEECH 2018