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Multimodal NLP

97 papers

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Papers

Visual Goal-Step Inference using wikiHow EMNLP 2021
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021
DocFormer: End-to-End Transformer for Document Understanding ICCV 2021
Transductive Visual Verb Sense Disambiguation WACV 2021
Modelling Form-Meaning Systematicity with Linguistic and Visual Features AAAI 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ACL 2020
ActBERT: Learning Global-Local Video-Text Representations CVPR 2020
Referring Image Segmentation via Cross-Modal Progressive Comprehension CVPR 2020
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP 2020
“Did you really mean what you said?” : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings EMNLP 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning INTERSPEECH 2020
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts EMNLP 2019
Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages EMNLP 2019
Grounded Word Sense Translation NAACL 2019
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018
Grounding language acquisition by training semantic parsers using captioned videos 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