Information Retrieval

Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023 An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023 ArTrivia: Harvesting Arabic Wikipedia to Build A New Arabic Question Answering Dataset EMNLP 2023 A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023 Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval EMNLP 2023 Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023 BT^2: Backward-compatible Training with Basis Transformation ICCV 2023 CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023 Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI SemEval 2023 DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023 Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval EMNLP 2023 Deep Semi-Supervised Metric Learning With Mixed Label Propagation CVPR 2023 Disentangled Representation Learning for Unsupervised Neural Quantization CVPR 2023 DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023 Early Discovery of Disappearing Entities in Microblogs ACL 2023 EDIS: Entity-Driven Image Search over Multimodal Web Content EMNLP 2023 Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023 Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023 Fair Neighbor Embedding ICML 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 Forgotten Knowledge: Examining the Citational Amnesia in NLP ACL 2023 From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification EMNLP 2023