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Information Retrieval

238 directly classified papers

Papers per year

Papers

Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024
DeepCT-enhanced Lexical Argument Retrieval ACL 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search EMNLP 2024
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024
Fine-Grained Distillation for Long Document Retrieval AAAI 2024
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation AAAI 2024
Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists EMNLP 2024
ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024
GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
On Improving Repository-Level Code QA for Large Language Models ACL 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024
Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance ACL 2024