Oana Ignat
21 papers · 2019–2026 · 9 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.
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vision-language model
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text classification
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low-resource language
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video understanding
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large language model
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multimodal learning
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action recognition
(3)
multilingual nlp
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multi-label classification
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large multimodal model
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image captioning
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data augmentation
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multimodal model
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machine translation
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graph representation learning
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video classification
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Papers
Culture Affordance Atlas: Reconciling Object Diversity Through Functional Mapping
AAAI 2026
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment
EACL 2026
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data
NAACL 2025
MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews
NAACL 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
SemEval 2025
The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning
NAACL 2025
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal Models
NAACL 2025
Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone
AAAI 2025
Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost
COLING 2024
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models
WACV 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs
ACL 2024
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data
COLING 2024
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models
EMNLP 2023
Scalable Performance Analysis for Vision-Language Models
ACL 2023
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework
ACL 2022
OCR Improves Machine Translation for Low-Resource Languages
ACL 2022
WhyAct: Identifying Action Reasons in Lifestyle Vlogs
EMNLP 2021
Identifying Visible Actions in Lifestyle Vlogs
ACL 2019