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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021

Region under Discussion for visual dialog EMNLP 2021

Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021

Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video EMNLP 2021

Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021

COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021

Identifying Morality Frames in Political Tweets using Relational Learning EMNLP 2021

“So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy EMNLP 2021

Joint Multimedia Event Extraction from Video and Article EMNLP 2021

Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding EMNLP 2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering EMNLP 2021

Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021

Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021

Learning to Ground Visual Objects for Visual Dialog EMNLP 2021

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021

Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021

Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021

Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021

MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets EMNLP 2021

NICE: Neural Image Commenting with Empathy EMNLP 2021

Data-Efficient Language Shaped Few-shot Image Classification EMNLP 2021

Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021

How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021

Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021

Does language help generalization in vision models? EMNLP 2021