西安网站建设公司云网,做网站选服务器带宽,福州seo建站,wordpress自定义标题关键词描述星标/置顶小屋#xff0c;带你解锁最萌最前沿的NLP、搜索与推荐技术文 | 舒意恒#xff08;南京大学硕士生#xff0c;知识图谱方向#xff09;编 | 北大小才女小轶2019年的时候#xff0c;舒意恒Y.Shu整理了一份《2019年#xff0c;智能问答有哪些研究方向#xff1f;… 星标/置顶小屋带你解锁最萌最前沿的NLP、搜索与推荐技术文 | 舒意恒南京大学硕士生知识图谱方向编 | 北大小才女小轶2019年的时候舒意恒Y.Shu整理了一份《2019年智能问答有哪些研究方向》如今2020年已经过去了一半该领域的研究趋势发生了一些有趣的变化。于是Y.Shu继续为大家整理了今年ACL、AAAI、IJCAI、SIGIR、CVPR、ICML、KDD等顶级会议上智能问答方向的92篇论文进行了分方向梳理并为大家打包了这92篇的论文PDF挂在订阅号后台方便大家下载。在智能问答涉及的各个小方向上视觉/视频问答、对话、问题生成等主题成为最热门的研究方向。不同于关于 2019 年 QA 研究的统计多跳问答在今年上半年似乎没有持续的热度。在订阅号 「夕小瑶的卖萌屋」 后台回复关键词【0713】即可下载92篇论文pdf合集。基准测试AAAI 2020Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks 新的阅读理解数据集包含基于文本的世界知识和无法回答的问题ACL 2020What Question Answering can Learn from Trivia Nerds 问答系统能从冷知识书呆子那儿学到啥常识问答AAAI 2020Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question AnsweringAAAI 2020PIQA: Reasoning about Physical Commonsense in Natural LanguageProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning 常识推理数据集社区问答AAAI 2020Attentive User-Engaged Adversarial Neural Network for Community Question AnsweringAAAI 2020Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering文档级问答ACL 2020Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question AnsweringACL 2020RikiNet: Reading Wikipedia Pages for Natural Question Answering 长文档阅读片段选择ACL 2020Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question AnsweringACL 2020Span Selection Pre-training for Question AnsweringACL 2020CorefQA: Coreference Resolution as Query-based Span Prediction 基于片段预测的共指消解开放域问答ACL 2020Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringACL 2020Dense Passage Retrieval for Open-Domain Question AnsweringACL 2020Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index知识库问答与多跳问答ACL 2020Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings 利用知识图谱嵌入的多跳问答模型获得 SOTAACL 2020Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering 多跳问答的迭代解释检索ACL 2020Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases 知识库问答的多跳复杂问题查询图生成AAAI 2020Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases高效的问答系统ACL 2020DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering 问题和文段分别编码ACL 2020Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index对话AAAI 2020Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question AnsweringAAAI 2020An Empirical Study of Content Understanding in Conversational Question AnsweringSIGIR 2020Open-Retrieval Conversational Question AnsweringACL 2020Fluent Response Generation for Conversational Question AnsweringACL 2020Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question AnsweringACL 2020Learning to Identify Follow-Up Questions in Conversational Question AnsweringACL 2020DoQA - Accessing Domain-Specific FAQs via Conversational QA视觉问答包括针对图像、视频的问答。IJCAI 2020Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question AnsweringICML 2020Probing Emergent Semantics in Predictive Agents via Question AnsweringIEEE TGRSRSVQA: Visual Question Answering for Remote Sensing DataCVPR 2020Counterfactual Samples Synthesizing for Robust Visual Question AnsweringAAAI 2020 workshopA Study on Multimodal and Interactive Explanations for Visual Question AnsweringCVPR 2020 oralHierarchical Conditional Relation Networks for Video Question AnsweringCVPR 2020On the General Value of Evidence, and Bilingual Scene-Text Visual Question AnsweringIEEE SEMANTIC COMPUTINGAugmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning ApproachAAAI 2020Re-Attention for Visual Question AnsweringAAAI 2020Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question AnsweringAAAI 2020Segment-then-Rank: Non-factoid Question Answering on Instructional VideosAAAI 2020Location-aware Graph Convolutional Networks for Video Question AnsweringAAAI 2020Multi-Question Learning for Visual Question AnsweringAAAI 2020Reasoning with Heterogeneous Graph Alignment for Video Question AnsweringAAAI 2020Unified Vision-Language Pre-Training for Image Captioning and VQAAAAI 2020KnowIT VQA: Answering Knowledge-Based Questions about VideosAAAI 2020Overcoming Language Priors in VQA via Decomposed Linguistic RepresentationsAAAI 2020Explanation vs Attention: A Two-Player Game to Obtain Attention for VQAACL 2020Aligned Dual Channel Graph Convolutional Network for Visual Question AnsweringACL 2020Multimodal Neural Graph Memory Networks for Visual Question AnsweringACL 2020TVQA: Spatio-Temporal Grounding for Video Question AnsweringACL 2020Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQAACL 2020A negative case analysis of visual grounding methods for VQA问题生成ACL 2020 workshopA Question Type Driven and Copy Loss Enhanced Frameworkfor Answer-Agnostic Neural Question GenerationACL 2020Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEsACL 2020On the Importance of Diversity in Question Generation for QAAAAI 2020Improving Question Generation with Sentence-level Semantic Matching and Answer Position InferringAAAI 2020Conclusion-Supplement Answer Generation for Non-Factoid QuestionsAAAI 2020Visual Dialogue State Tracking for Question GenerationAAAI 2020Neural Question Generation with Answer PivotAAAI 2020Capturing Greater Context for Question Generation数据集值得注意的是以下一些文章未发现正式发表在会议/期刊上。RuBQ: A Russian Dataset for Question Answering over Wikidata 俄语问答数据集ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning 常识推理数据集Event-QA: A Dataset for Event-Centric Question Answering over Knowledge GraphsHybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataFQuAD: French Question Answering DatasetAAAI 2020JEC-QA: A Legal-Domain Question Answering DatasetAAAI 2020QASC: A Dataset for Question Answering via Sentence CompositionACL 2020The TechQA Dataset 包含技术论坛上的实际问题的数据集ACL 2020Controlled Crowdsourcing for High-Quality QA-SRL Annotation 其中 SRL 指语义角色标签AAAI 2020How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions表格问答AAAI 2020CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex TablesHybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data无监督 QAACL 2020Harvesting and Refining Question-Answer Pairs for Unsupervised QAACL 2020Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question AnsweringFacebookUnsupervised Question Decomposition for Question Answering垂直领域问答ACL 2020 workshopEntity-Enriched Neural Models for Clinical Question AnsweringACL 2020Talk to Papers: Bringing Neural Question Answering to Academic SearchIEEE TMIA Question-Centric Model for Visual Question Answering in Medical ImagingACL 2020Clinical Reading Comprehension: A Thorough Analysis of the emrQA DatasetAAAI 2020On the Generation of Medical Question-Answer PairsAAAI 2020Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction对问答系统的评估/利用问答评估ACL 2020MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsACL 2020FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationACL 2020Asking and Answering Questions to Evaluate the Factual Consistency of SummariesACL 2020MLQA: Evaluating Cross-lingual Extractive Question Answering问答系统的解释ACL 2020Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering 多跳问答的迭代解释检索其他ACL 2020Selective Question Answering under Domain ShiftKDD 2020Mining Implicit Relevance Feedback from User Behavior for Web Question AnsweringACL 2020Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAAAI 2020Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question AnsweringAAAI 2020ManyModalQA: Modality Disambiguation and QA over Diverse Inputs 多模态 QAACL 2020A Methodology for Creating Question Answering Corpora Using Inverse Data AnnotationACL 2020Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering好啦只能帮大家到这里了。在订阅号 「夕小瑶的卖萌屋」 后台回复关键词【0713】即可下载92篇论文pdf合集。喜欢本文的小伙伴强烈建议加入卖萌屋的智能问答垂类讨论群不仅可以认识众多志同道合的优秀小伙伴而且还有若干卖萌屋美丽小姐姐划掉、顶会审稿人、大厂研究员、知乎大V等你来撩哦。如果提示已满或过期或希望加入领域大群自然语言处理、搜索技术、推荐系统、算法岗求职等或其他垂类讨论群请在后台回复关键词【入群】获取入口哦。记得扫描下方二维码关注并星标置顶我才能来到你面前哦。
