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Information Retrieval

244 papers

Papers per year

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Papers

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation AAAI 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024
Fine-Grained Distillation for Long Document Retrieval AAAI 2024
Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance ACL 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024
On Improving Repository-Level Code QA for Large Language Models ACL 2024
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024
ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024
DeepCT-enhanced Lexical Argument Retrieval ACL 2024
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark CVPR 2024
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods CVPR 2024
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search EMNLP 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024
Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024
GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024