Search Results for author: Melissa Ailem

Found 7 papers, 0 papers with code

Encouraging Neural Machine Translation to Satisfy Terminology Constraints.

no code implementations JEP/TALN/RECITAL 2022 Melissa Ailem, Jingshu Liu, Raheel Qader

Empirical results show that our method improves upon related baselines in terms of both BLEU score and the percentage of generated constraint terms.

Machine Translation Translation

Lingua Custodia's participation at the WMT 2021 Machine Translation using Terminologies shared task

no code implementations3 Nov 2021 Melissa Ailem, Jinghsu Liu, Raheel Qader

This paper describes Lingua Custodia's submission to the WMT21 shared task on machine translation using terminologies.

Machine Translation Translation

Topic Augmented Generator for Abstractive Summarization

no code implementations19 Aug 2019 Melissa Ailem, Bo-Wen Zhang, Fei Sha

In this paper, we propose a new decoder where the output summary is generated by conditioning on both the input text and the latent topics of the document.

Abstractive Text Summarization

Amortized Inference of Variational Bounds for Learning Noisy-OR

no code implementations6 Jun 2019 Yiming Yan, Melissa Ailem, Fei Sha

Classical approaches for approximate inference depend on cleverly designed variational distributions and bounds.

Variational Inference

A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images

no code implementations EMNLP 2018 Melissa Ailem, Bo-Wen Zhang, Aurelien Bellet, Pascal Denis, Fei Sha

Our approach learns textual and visual representations jointly: latent visual factors couple together a skip-gram model for co-occurrence in linguistic data and a generative latent variable model for visual data.

Coreference Resolution Image Classification +5

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