Search Results for author: Md. Arafat Sultan

Found 12 papers, 1 papers with code

Cross-Task Knowledge Transfer for Query-Based Text Summarization

no code implementations WS 2019 Elozino Egonmwan, Vittorio Castelli, Md. Arafat Sultan

We demonstrate the viability of knowledge transfer between two related tasks: machine reading comprehension (MRC) and query-based text summarization.

Machine Reading Comprehension Machine Translation +4

A Joint Model for Answer Sentence Ranking and Answer Extraction

no code implementations TACL 2016 Md. Arafat Sultan, Vittorio Castelli, Radu Florian

Answer sentence ranking and answer extraction are two key challenges in question answering that have traditionally been treated in isolation, i. e., as independent tasks.

Information Retrieval Question Answering +2

Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence

no code implementations TACL 2014 Md. Arafat Sultan, Steven Bethard, Tamara Sumner

We present a simple, easy-to-replicate monolingual aligner that demonstrates state-of-the-art performance while relying on almost no supervision and a very small number of external resources.

Natural Language Inference Question Answering +2

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