Yova Kementchedjhieva
28 papers · 2018–2026 · 8 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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🗺️ Taxonomy Completionist (61) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Century Club · Bronze
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Research topics
Natural Language Processing
(19)
Machine Learning
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Artificial Intelligence
(12)
Core AI
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Deep Learning
(9)
Applications
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Learning Types · Machine Learning
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Resources & Methods
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Application Areas
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Learning Types · Deep Learning
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Models
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Computer Vision
(3)
Generation
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Optimization & Theory
(3)
Keywords
word embedding
(4)
vision-language model
(3)
low-resource language
(3)
visual question answering
(3)
cross-lingual transfer
(3)
multimodal learning
(3)
bilingual dictionary induction
(2)
adversarial learning
(2)
large language model
(2)
machine translation
(2)
text classification
(2)
linguistic typology
(2)
data augmentation
(2)
neural network
(2)
benchmark evaluation
(2)
generative adversarial network
(2)
cross-lingual word embedding
(2)
image captioning
(2)
grammatical error correction
(1)
domain adaptation
(1)
Papers
JEEM: Vision-Language Understanding in Four Arabic Dialects
EACL 2026
REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking
EACL 2026
A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA
EMNLP 2025
LLMs Can Compensate for Deficiencies in Visual Representations
EMNLP 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
EMNLP 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
MuLan: A Study of Fact Mutability in Language Models
NAACL 2024
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text
ACL 2023
Grammatical Error Correction through Round-Trip Machine Translation
EACL 2023
SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation
CVPR 2023
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs
CoNLL 2021
Dynamic Forecasting of Conversation Derailment
EMNLP 2021
John praised Mary because _he_? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs
ACL 2021
PuzzLing Machines: A Challenge on Learning From Small Data
ACL 2020
The ApposCorpus: a new multilingual, multi-domain dataset for factual appositive generation
COLING 2020
Adversarial Removal of Demographic Attributes Revisited
EMNLP 2019
A Probabilistic Generative Model of Linguistic Typology
NAACL 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages
EMNLP 2019
Comparing Unsupervised Word Translation Methods Step by Step
NeurIPS 2019
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
ACL 2019
How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
CoNLL 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction
EMNLP 2019
Uncovering Probabilistic Implications in Typological Knowledge Bases
ACL 2019
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
EMNLP 2018
Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding
CoNLL 2018
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
CoNLL 2018
‘Indicatements’ that character language models learn English morpho-syntactic units and regularities
EMNLP 2018
Why is unsupervised alignment of English embeddings from different algorithms so hard?
EMNLP 2018