VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment
Classification on Social Media

v1v2v3 (latest)

VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media

18 August 2022

Georgios Chochlakis

Tejas Srinivasan

Shrikanth Narayanan

ArXiv (abs)PDF HTML Github (18★)

Papers citing "VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media"

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Title
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Tejas Srinivasan Ting-Yun Chang Leticia Pinto-Alva Georgios Chochlakis Mohammad Rostami Jesse Thomason VLM CLL 85 75 0 18 Jun 2022
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation Zaid Khan Y. Fu 67 136 0 03 Aug 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 128 1,749 0 05 Feb 2021
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Hassan Alhuzali Sophia Ananiadou 101 90 0 25 Jan 2021
SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Chhavi Sharma Deepesh Bhageria W. Scott Srinivas Pykl A. Das Tanmoy Chakraborty Viswanath Pulabaigari Björn Gambäck 66 176 0 09 Aug 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 96 919 0 20 May 2020
What Happens To BERT Embeddings During Fine-tuning? Amil Merchant Elahe Rahimtoroghi Ellie Pavlick Ian Tenney 72 187 0 29 Apr 2020
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 163 1,666 0 22 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 231 3,693 0 06 Aug 2019
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning Christos Baziotis Athanasiou Nikolaos Alexandra Chronopoulou Athanasia Kolovou Georgios Paraskevopoulos Nikolaos Ellinas Shrikanth Narayanan Alexandros Potamianos 57 127 0 18 Apr 2018
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 211 5,497 0 03 May 2015