Learning Models for Object Recognition from Natural Language Descriptions. - Josiah Wang; Katja Markert; Mark Everingham (BMVC, 2009)

Learning visual recognition of fine-grained object categories from textual descriptions. - Josiah Wang (2013)

A Poodle or a Dog? Evaluating Automatic Image Annotation Using Human Descriptions at Different Levels of Granularity. - Josiah Wang; Fei Yan 001; Ahmet Aker; Robert J. Gaizauskas (VL@COLING, 2014)

Defining Visually Descriptive Language. - Robert J. Gaizauskas; Josiah Wang; Arnau Ramisa (VL@EMNLP, 2015)

Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task. - Andrew Gilbert; Luca Piras 001; Josiah Wang; Fei Yan 001; Emmanuel Dellandréa; Robert J. Gaizauskas; Mauricio Villegas; Krystian Mikolajczyk (CLEF (Working Notes), 2015)

General Overview of ImageCLEF at the CLEF 2015 Labs. - Mauricio Villegas; Henning Müller; Andrew Gilbert; Luca Piras 001; Josiah Wang; Krystian Mikolajczyk; Alba Garcia Seco de Herrera; Stefano Bromuri; M. Ashraful Amin; Mahmood Kazi Mohammed; Burak Acar; Suzan Üsküdarli; et al. (CLEF, 2015)

Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions. - Arnau Ramisa; Josiah Wang; Ying Lu 007; Emmanuel Dellandréa; Francesc Moreno-Noguer; Robert J. Gaizauskas (EMNLP, 2015)

Generating Image Descriptions with Gold Standard Visual Inputs: Motivation, Evaluation and Baselines. - Josiah Wang; Robert J. Gaizauskas (ENLG, 2015)

Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task. - Andrew Gilbert; Luca Piras 001; Josiah Wang; Fei Yan 001; Arnau Ramisa; Emmanuel Dellandréa; Robert J. Gaizauskas; Mauricio Villegas; Krystian Mikolajczyk (CLEF (Working Notes), 2016)

General Overview of ImageCLEF at the CLEF 2016 Labs. - Mauricio Villegas; Henning Müller; Alba Garcia Seco de Herrera; Roger Schaer; Stefano Bromuri; Andrew Gilbert; Luca Piras 001; Josiah Wang; Fei Yan 001; Arnau Ramisa; Emmanuel Dellandréa; Robert J. Gaizauskas; et al. (CLEF, 2016)

Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer. - Yuxing Tang; Josiah Wang; Boyang Gao; Emmanuel Dellandréa; Robert J. Gaizauskas; Liming Chen 002 (CVPR, 2016)

Harvesting Training Images for Fine-Grained Object Categories Using Visual Descriptions. - Josiah Wang; Katja Markert; Mark Everingham (ECIR, 2016)

Don't Mention the Shoe! A Learning to Rank Approach to Content Selection for Image Description Generation. - Josiah Wang; Robert J. Gaizauskas (INLG, 2016)

Cross-validating Image Description Datasets and Evaluation Metrics. - Josiah Wang; Robert J. Gaizauskas (LREC, 2016)

SHEF-Multimodal: Grounding Machine Translation on Images. - Kashif Shah; Josiah Wang; Lucia Specia (WMT, 2016)

Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation. - Pranava Swaroop Madhyastha; Josiah Wang; Lucia Specia (WMT, 2017)

Unraveling the Contribution of Image Captioning and Neural Machine Translation for Multimodal Machine Translation. - Chiraag Lala; Pranava Madhyastha; Josiah Wang; Lucia Specia (Prague Bull. Math. Linguistics, 2017)

End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. - Pranava Swaroop Madhyastha; Josiah Wang; Lucia Specia (BlackboxNLP@EMNLP, 2018)

Defoiling Foiled Image Captions. - Pranava Swaroop Madhyastha; Josiah Wang; Lucia Specia (NAACL-HLT (2), 2018)

Object Counts! Bringing Explicit Detections Back into Image Captioning. - Josiah Wang; Pranava Swaroop Madhyastha; Lucia Specia (NAACL-HLT, 2018)

End-to-end Image Captioning Exploits Multimodal Distributional Similarity. - Pranava Swaroop Madhyastha; Josiah Wang; Lucia Specia (CoRR, 2018)

The role of image representations in vision to language tasks. - Pranava Swaroop Madhyastha; Josiah Wang; Lucia Specia (Nat. Lang. Eng., 2018)

Visual and Semantic Knowledge Transfer for Large Scale Semi-Supervised Object Detection. - Yuxing Tang; Josiah Wang; Xiaofang Wang; Boyang Gao; Emmanuel Dellandréa; Robert J. Gaizauskas; Liming Chen 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Automatic Image Annotation at ImageCLEF. - Josiah Wang; Andrew Gilbert; Bart Thomee; Mauricio Villegas (Information Retrieval Evaluation in a Changing World, 2019)

VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions. - Pranava Madhyastha; Josiah Wang; Lucia Specia (ACL (1), 2019)

Phrase Localization Without Paired Training Examples. - Josiah Wang; Lucia Specia (ICCV, 2019)

Transformer-based Cascaded Multimodal Speech Translation. - Zixiu Wu; Ozan Caglayan; Julia Ive; Josiah Wang; Lucia Specia (IWSLT, 2019)

Predicting Actions to Help Predict Translations. - Zixiu Wu; Julia Ive; Josiah Wang; Pranava Madhyastha; Lucia Specia (CoRR, 2019)

Imperial College London Submission to VATEX Video Captioning Task. - Ozan Caglayan; Zixiu Wu; Pranava Madhyastha; Josiah Wang; Lucia Specia (CoRR, 2019)

Grounded Sequence to Sequence Transduction. - Lucia Specia; Loïc Barrault; Ozan Caglayan; Amanda Cardoso Duarte; Desmond Elliott; Spandana Gella; Nils Holzenberger; Chiraag Lala; Sun Jae Lee; Jindrich Libovický; Pranava Madhyastha; Florian Metze; et al. (IEEE J. Sel. Top. Signal Process., 2020)

MultiSubs: A Large-scale Multimodal and Multilingual Dataset. - Josiah Wang; Pranava Madhyastha; Josiel Figueiredo; Chiraag Lala; Lucia Specia (CoRR, 2021)

Read, spot and translate. - Lucia Specia; Josiah Wang; Sun Jae Lee; Alissa Ostapenko; Pranava Madhyastha (Mach. Transl., 2021)

MultiSubs: A Large-scale Multimodal and Multilingual Dataset. - Josiah Wang; Josiel Figueiredo; Lucia Specia (LREC, 2022)