Information Retrieval

LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024 LLM-powered GraphQL Generator for Data Retrieval IJCAI 2024 Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024 Measures of diversity and space-filling designs for categorical data ICML 2024 Measuring and Addressing Indexical Bias in Information Retrieval ACL 2024 MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways AAAI 2024 MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024 ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting AAAI 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 Multi-word Term Embeddings Improve Lexical Product Retrieval COLING 2024 Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits NeurIPS 2024 Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024 NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024 Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval ECCV 2024 Optimizing Recall in Deep Graph Hashing Framework for Item Retrieval (Student Abstract) AAAI 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024 Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024 PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates CVPR 2024 Practical Shuffle Coding NeurIPS 2024 Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search ICML 2024 ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding NeurIPS 2024