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个人杂谈之SIGIR2020

（完成）SIGIR2020 （TKL）Local Self-Attention over Long Text for Efficient Document Retrieval 对Transformer-kernel的改进，主要是针对Transformer-kernel用于长文本时。之前的基于Transformer的模型用于长文本时通常的做法是直接截断...

Posted by cyq on November 29, 2020

个人杂谈之SIGIR2019

（完成）SIGIR2019（不包括openQA相关） （CQA中的重复问题检测）Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection 动机：paired answers can provide effecti...

Posted by cyq on November 29, 2020

个人杂谈之SIGIR2018

（完成）SIGIR2018（共录取86篇，录取率21%） （IR匹配）Modeling Diverse Relevance Patterns in Ad-hoc Retrieval（范意兴师兄） ！！（排序）Learning a Deep Listwise Context Model for Ranking Refinement ！！...

Posted by cyq on November 29, 2020

个人杂谈之ICLR2021

Universal Sentence Representations Learning with Conditional Masked Language Model A novel pre-training technique CMLM for unsupervised sentence representation learning on unlab...

Posted by cyq on November 29, 2020

个人杂谈之ICLR2019

（完成）ICLR2019（可能需要再滤一遍） （面向任务型对话系统）Global-to-local Memory Pointer Networks for Task-Oriented Dialogue 方法过于数学（对话系统的问题生成）Large-Scale Answerer in Questioner’s Mind for Visual Dialog Question Gene...

Posted by cyq on November 29, 2020

个人杂谈之ICLR2018

（完成）ICLR2018 （2.3%的口头展示，31.4%的poster接受，9%的workshop） ！！！！（DIIN）Natural Language Inference over Interaction Space ！！！！（IR，多任务学习）Multi-Task Learning for Document Ranking and Query ...

Posted by cyq on November 29, 2020

个人杂谈之EMNLP2020

（完成）EMNLP2020 AmbigQA: Answering Ambiguous Open-domain Questions 研究开放域问答中问题的歧义性，找到歧义性问题对应的多个答案，并针对每一个答案对问题进行重写以实现消歧。 提出了一个对应的任务和数据集，以及baseline。 【句子表示学习】An...

Posted by cyq on November 29, 2020

个人杂谈之ACL2020

（完成）ACL2020（571 篇长文和 208 篇短文） （效率）DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering（解耦低层的BERT） （效率）DeeBERT: Dynamic Early Exiting for Accelerating BERT...

Posted by cyq on November 29, 2020

个人杂谈之ACL2019

（完成）ACL2019 RankQA: Neural Question Answering with Answer Re-Ranking Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Retrieve, Read, Rerank: Tow...

Posted by cyq on November 29, 2020

个人杂谈之ICLR2020

MRC Transformer-XH: Multi-hop question answering with eXtra Hop attention 内容简介：解决多跳推理的MRC问题。提出Transformer-XH结构，即每个passage在建模时不仅考虑自己的内部信息，还考虑了其他和它有连边的passage节点信息。各passage节点之间的连边...

Posted by cyq on February 13, 2020

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