Shafiq Joty

Research interests

Publications

• Diffusion Model Alignment Using Direct Preference Optimization

  · 2024 · 10.1109/cvpr52733.2024.00786

• Is GPT-3 a Good Data Annotator?

  · 2023 · 10.18653/v1/2023.acl-long.626

• ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

  Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 10.18653/v1/2022.findings-acl.177

• CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

  Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · https://doi.org/10.18653/v1/2021.emnlp-main.685

• Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

  arXiv (Cornell University) · 2021 · https://doi.org/10.48550/arxiv.2107.07651

• GeDi: Generative Discriminator Guided Sequence Generation

  · 2021 · 10.18653/v1/2021.findings-emnlp.424

• DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks

  · 2020 · 10.18653/v1/2020.emnlp-main.488

• Conversational Agents in Health Care: Scoping Review and Conceptual Analysis

  Journal of Medical Internet Research · 2020 · https://doi.org/10.2196/17158

• Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks

  · 2019 · 10.18653/v1/p19-1244

• Unpaired Image Captioning via Scene Graph Alignments

  · 2019 · 10.1109/iccv.2019.01042

• Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00750

• Distributed representations of tuples for entity resolution

  Proceedings of the VLDB Endowment · 2018 · 10.14778/3236187.3236198

• Domain Adaptation with Adversarial Training and Graph Embeddings

  · 2018 · 10.18653/v1/p18-1099

• ANR

  · 2018 · 10.1145/3269206.3271810

• Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks

  Proceedings of the International AAAI Conference on Web and Social Media · 2017 · 10.1609/icwsm.v11i1.14950

• Sleep Quality Prediction From Wearable Data Using Deep Learning

  JMIR mhealth and uhealth · 2016 · 10.2196/mhealth.6562

• CODRA: A Novel Discriminative Framework for Rhetorical Analysis

  Computational Linguistics · 2015 · 10.1162/coli_a_00226

• Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings

  Journal · 2015 · https://doi.org/10.18653/v1/d15-1168

• Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis

  · 2013

Current projects

No projects listed.