最近要开始恶补论文啦！！！
简单地筛选了一下SIGIR 2021论文（部分可以从arXiv搜到，部分还没有放出），一些个人感兴趣的论文，包括：检索、对话、图谱、QA等。
https://sigir.org/sigir2021/accepted-papers/
Learning a Fine-Grained Review-based Transformer Model for Personalized Product SearchSelf-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving TransformationsDAIR: A Query-Efficient Decision-based Attack on Image Retrieval SystemsGraph Similarity Computation via Differentiable Optimal AssignmentMulti-type Textual Reasoning for Product-aware Answer GenerationMake It Easy: An Effective End-to-End Entity Alignment FrameworkReXPlug: Explainable Recommendation using Plug-and-Play Language ModelIntra-Document Cascading: Learning to Select Passages for Neural Document RankingEfficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingMulti-Modal Supplementary-Complementary Summarization using Multi-Objective OptimizationHierarchical Cross-Modal Graph Consistency Learning for Video-Text RetrievalNot All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval ModelsFew-shot Variational Reasoning for Medical Dialogue GeneratioKnowledge-based Review Generation by Coherence Enhanced Text PlanningB-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalTemporal Knowledge Graph Reasoning Based on Evolutional Representation LearningA Graph-Enhanced Click Model for Web SearchSummarize Dates First: a paradigm shift in timeline summarizationFew-Shot Conversational Dense RetrievalOptimizing Dense Retrieval Model Training with Hard NegativesAnswer Complex Questions: Path Ranker Is All You NeedIDRQA: Iterative Document Reranking for Open-domain Multi-hop Question AnsweringLeveraging Lead Bias for Zero-shot Abstractive News SummarizationTILDE: Term Independent Likelihood moDEl for Passage Re-rankingRegularized Dual-PPMI Co-clustering for Text DataEntity Retrieval Using Fine-Grained Entity AspectsContextualized Offline Relevance Weighting for Efficient and Effective Neural RetrievalDual-View Distilled BERT for Sentence EmbeddingImproving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationKnowledge Graph Embedding via Metagraph LearningMSSM: a Multiple-level Sparse Sharing Model for Efficient Multi-Task LearningHierarchical Dependence-aware Evaluation Measures for Conversational SearchIdentifying Queries in Instant Search LogsSPLADE: Sparse Lexical and Expansion Model for First Stage RankingAutomatic Form Filling with Form-BERTLearning to Select Instance: Simultaneous Transfer Learning and ClusteringAutoName: A Corpus-Based Set Naming FrameworkText-to-Text Multi-view Learning for Passage Re-rankingWeb Document Encoding for Structure-Aware Keyphrase ExtractionComposite Code Sparse Autoencoders for First Stage RetrievalDCSpell: A Detector-Corrector Framework for Chinese Spelling Error CorrectionKeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalTowards an Online Empathetic Chatbot with Emotion CausesConversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case RetrievalUnsupervised Extractive Text Summarization with Distance-Augmented Sentence GraphsDistant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer ServiceEnhanced Representation Learning for Examination Papers with Hierarchical Document StructureLearning Passage Impacts for Inverted IndexesA Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking ModelsLearning Robust Dense Retrieval Models from Incomplete Relevance LabelsImproving Neural Text Style Transfer by Introducing Loss Function SequentialitySynthetic Target Domain Supervision for Open Retrieval QACheap and Good? Simple and Effective Data Augmentation for Low Resource Machine ReadingAbstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic MemoryDSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review SummarizationWiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaWTR: A Test Collection for Web Table RetrievalA Multilingual Dataset for Named Entity Recognition, EntityLinking and Stance Detection in Historical NewspapersPyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense RepresentationsLeCaRD: A Legal Case Retrieval Dataset for Chinese Law SystemTripClick: The Log Files of a Large Health Web Search Engine笔者整理不易，认为有帮助的同学可以 点赞、关注~~~公众号开的晚，没有留言功能；欢迎大家加我微信，有问题可以私聊我。