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Multimodal Learning

13,057 papers

Papers per year

Papers

Dual Low-Rank Multimodal Fusion EMNLP 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020
From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020
Semi-Supervised Learning for Video Captioning EMNLP 2020
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning EMNLP 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation EMNLP 2020
Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach EMNLP 2020
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining EMNLP 2020
No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures EMNLP 2020
Robust and Interpretable Grounding of Spatial References with Relation Networks EMNLP 2020
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020
Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment EMNLP 2020
Can Pre-training help VQA with Lexical Variations? EMNLP 2020
Using Visual Feature Space as a Pivot Across Languages EMNLP 2020
Document Classification for COVID-19 Literature EMNLP 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments EMNLP 2020
Effects of Naturalistic Variation in Goal-Oriented Dialog EMNLP 2020
Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020
Consistent Response Generation with Controlled Specificity EMNLP 2020
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing EMNLP 2020
It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020
Beyond Adjacency Pairs: Hierarchical Clustering of Long Sequences for Human-Machine Dialogues EMNLP 2020
Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech EMNLP 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding EMNLP 2020