Information Retrieval

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval ICLR 2021 Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims ACL 2021 Bridging Code-Text Representation Gap using Explanation ACML 2021 Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021 Distilling Knowledge from Reader to Retriever for Question Answering ICLR 2021 End-to-End Conversational Search for Online Shopping with Utterance Transfer EMNLP 2021 End-to-End Training of Neural Retrievers for Open-Domain Question Answering ACL 2021 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021 Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ACL 2021 Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics EMNLP 2021 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021 Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021 GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval EMNLP 2021 Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021 Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021 MFAQ: a Multilingual FAQ Dataset EMNLP 2021 Neural Extractive Search ACL 2021 NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media EMNLP 2021 News Content Completion with Location-Aware Image Selection AAAI 2021 Open Question Answering over Tables and Text ICLR 2021 Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021 Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity EMNLP 2021 Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021 SOLAR: Sparse Orthogonal Learned and Random Embeddings ICLR 2021 The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ACL 2021