Search Results for author: Weiwen Xu

Found 6 papers, 3 papers with code

Improving Lexical Embeddings for Robust Question Answering

no code implementations28 Feb 2022 Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw

Recent techniques in Question Answering (QA) have gained remarkable performance improvement with some QA models even surpassed human performance.

Question Answering

Exploiting Reasoning Chains for Multi-hop Science Question Answering

1 code implementation Findings (EMNLP) 2021 Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam

We propose a novel Chain Guided Retriever-reader ({\tt CGR}) framework to model the reasoning chain for multi-hop Science Question Answering.

Science Question Answering

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering

1 code implementation Findings (ACL) 2021 Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam

Our framework contains three new ideas: (a) {\tt AMR-SG}, an AMR-based Semantic Graph, constructed by candidate fact AMRs to uncover any hop relations among question, answer and multiple facts.

graph construction Knowledge Graphs +2

Addressing the Vulnerability of NMT in Input Perturbations

1 code implementation NAACL 2021 Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq Joty

Neural Machine Translation (NMT) has achieved significant breakthrough in performance but is known to suffer vulnerability to input perturbations.

Machine Translation Translation

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