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自然语言处理学术速递

643 阅读 2020-07-14 14:53:02 上传

以下文章来源于 语言学之妙


cs.CL 方向,今日共计24篇


【1】 Evidence Inference 2.0: More Data, Better Models

标题:证据推理2.0:更多数据,更好的模型

作者:Jay DeYoung,  Byron C. Wallace

链接:https://arxiv.org/abs/2005.04177


【2】 Quantum Natural Language Processing on Near-Term Quantum Computers

标题:近期量子计算机上的量子自然语言处理

作者:Konstantinos Meichanetzidis,  Bob Coecke

备注:13 pages, submitted to Quantum Physics and Logic (QPL) 2020. This work was originally commissioned by Cambridge Quantum Computing (CQC) and was carried out independently by the CQC team and the Hashberg team

链接:https://arxiv.org/abs/2005.04147


【3】 Beyond Accuracy: Behavioral Testing of NLP models with CheckList

标题:超越精确度:使用核对表对NLP模型进行行为测试

作者:Marco Tulio Ribeiro,  Sameer Singh

链接:https://arxiv.org/abs/2005.04118


【4】 SentiBERT: A Transferable Transformer-Based Architecture for  Compositional Sentiment Semantics

标题:SentiBERT:一种基于Transformer的组合情感语义体系结构

作者:Da Yin,  Kai-Wei Chang

备注:ACL-2020

链接:https://arxiv.org/abs/2005.04114


【5】 Literature Triage on Genomic Variation Publications by  Knowledge-enhanced Multi-channel CNN

标题:利用知识增强的多渠道CNN对基因组变异出版物的文献分类

作者:Chenhui Lv,  Xiang Zhang

链接:https://arxiv.org/abs/2005.04044


【6】 Sentiment Analysis Using Simplified Long Short-term Memory Recurrent  Neural Networks

标题:利用简化的长短期记忆递归神经网络进行情感分析

作者:Karthik Gopalakrishnan,  Fathi M.Salem

链接:https://arxiv.org/abs/2005.03993


【7】 CAiRE-COVID: A Question Answering and Multi-Document Summarization  System for COVID-19 Research

标题:CAIRE-COVID:一个用于COVID-19研究的问答和多文档摘要系统

作者:Dan Su,  Pascale Fung

链接:https://arxiv.org/abs/2005.03975


【8】 Towards Conversational Recommendation over Multi-Type Dialogs

标题:面向多类型对话的会话推荐

作者:Zeming Liu,  Ting Liu

备注:Accepted by ACL 2020

链接:https://arxiv.org/abs/2005.03954


【9】 Learning to Detect Unacceptable Machine Translations for Downstream  Tasks

标题:学习检测下游任务的不可接受的机器翻译

作者:Meng Zhang,  Qun Liu

链接:https://arxiv.org/abs/2005.03925


【10】 Context-Sensitive Generation Network for Handing Unknown Slot Values in  Dialogue State Tracking

标题:用于在对话状态跟踪中处理未知槽值的上下文敏感生成网络

作者:Puhai Yang,  Xian-Ling Mao

链接:https://arxiv.org/abs/2005.03923


【11】 Detecting East Asian Prejudice on Social Media

标题:检测社交媒体上的东亚偏见

作者:Bertie Vidgen,  Scott Hale

链接:https://arxiv.org/abs/2005.03909


【12】 Distilling Knowledge from Pre-trained Language Models via Text Smoothing

标题:通过文本平滑从预先训练的语言模型中提取知识

作者:Xing Wu,  Dianhai Yu

链接:https://arxiv.org/abs/2005.03848


【13】 Comparative Analysis of Word Embeddings for Capturing Word Similarities

标题:词语嵌入法获取词语相似度的比较分析

作者:Martina Toshevska,  Jovan Kalajdjieski

备注:Part of the 6th International Conference on Natural Language Processing (NATP 2020)

链接:https://arxiv.org/abs/2005.03812


【14】 Mapping Natural Language Instructions to Mobile UI Action Sequences

标题:将自然语言指令映射到移动UI动作序列

作者:Yang Li,  Jason Baldridge

备注:Annual Conference of the Association for Computational Linguistics (ACL 2020)

链接:https://arxiv.org/abs/2005.03776


【15】 Phonotactic Complexity and its Trade-offs

标题:音位复杂性及其权衡

作者:Tiago Pimentel,  Ryan Cotterell

链接:https://arxiv.org/abs/2005.03774


【16】 FEQA: A Question Answering Evaluation Framework for Faithfulness  Assessment in Abstractive Summarization

标题:FEQA:一种文摘摘要忠实性评价的问答评价框架

作者:Esin Durmus,  Mona Diab

备注:Accepted to ACL 2020

链接:https://arxiv.org/abs/2005.03754


【17】 SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for  Multi-Document Summarization

标题:Supert:走向多文档摘要非监督评价度量的新前沿

作者:Yang Gao,  Steffen Eger

备注:ACL 2020

链接:https://arxiv.org/abs/2005.03724


【18】 LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for  Multilingual Offensive Language Identification

标题:SemEval-2020任务12的LIIR:用于多语言攻击性语言识别的跨语言增强方法

作者:Erfan Ghadery,  Marie-Francine Moens

链接:https://arxiv.org/abs/2005.03695


【19】 A Systematic Assessment of Syntactic Generalization in Neural Language  Models

标题:神经语言模型中句法泛化的系统评估

作者:Jennifer Hu,  Roger P. Levy

备注:To appear in the Proceedings of the Association for Computational Linguistics (ACL 2020)

链接:https://arxiv.org/abs/2005.03692


【20】 Learning to Segment Actions from Observation and Narration

标题:学习从观察和叙述中分割动作

作者:Daniel Fried,  Aida Nematzadeh

备注:ACL 2020

链接:https://arxiv.org/abs/2005.03684


【21】 On Vocabulary Reliance in Scene Text Recognition

标题:论场景文本识别中的词汇相关性

作者:Zhaoyi Wan,  Cong Yao

备注:CVPR'20

链接:https://arxiv.org/abs/2005.03959


【22】 Multi-Task Network for Noise-Robust Keyword Spotting and Speaker  Verification using CTC-based Soft VAD and Global Query Attention

标题:使用基于CTC的软VAD和全局查询注意力的噪声鲁棒关键字识别和说话人验证的多任务网络

作者:Myunghun Jung,  Hoirin Kim

备注:Submitted to Interspeech 2020

链接:https://arxiv.org/abs/2005.03867


【23】 Synchronous Bidirectional Learning for Multilingual Lip Reading

标题:用于多语言唇读的同步双向学习

作者:Mingshuang Luo,  Shiguang Shan

链接:https://arxiv.org/abs/2005.03846


【24】 Data-driven Modelling of Dynamical Systems Using Tree Adjoining Grammar  and Genetic Programming

标题:使用树邻接文法和遗传编程的动态系统的数据驱动建模

作者:Dhruv Khandelwal,  Roland Tóth

备注:Paper accepted at IEEE CEC 2019

链接:https://arxiv.org/abs/1904.03152



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