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Natural Language Processing
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Resources & Methods
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Multimodal NLP
86 directly classified papers
Papers per year
2016: 2
2017: 1
2018: 2
2019: 3
2020: 8
2021: 10
2022: 14
2023: 7
2024: 9
2025: 30
Papers
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
ACL 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning
INTERSPEECH 2020
Visually Grounded Continual Learning of Compositional Phrases
EMNLP 2020
Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages
EMNLP 2019
Grounded Word Sense Translation
NAACL 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
EMNLP 2019
Grounding language acquisition by training semantic parsers using captioned videos
EMNLP 2018
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
EMNLP 2018
Multimodal News Article Analysis
IJCAI 2017
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning
COLING 2016
A Bilingual Attention Network for Code-switched Emotion Prediction
COLING 2016
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