Information Retrieval

BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024 CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search EMNLP 2024 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 2024 DeepCT-enhanced Lexical Argument Retrieval ACL 2024 Dense Passage Retrieval: Is it Retrieving? EMNLP 2024 Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024 Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024 Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods CVPR 2024 Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024 Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024 GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024 Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists EMNLP 2024 LEGOBench: Scientific Leaderboard Generation Benchmark EMNLP 2024 MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024 MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024 MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark CVPR 2024 Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation AAAI 2024 Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024 On Improving Repository-Level Code QA for Large Language Models ACL 2024 PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024