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Information Retrieval

238 directly classified papers

Papers per year

Papers

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024
Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists EMNLP 2024
GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024
Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NIPS 2024
Hybrid and Collaborative Passage Reranking ACL 2023
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding ACL 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023
Scientific Fact-Checking: A Survey of Resources and Approaches ACL 2023
On Complementarity Objectives for Hybrid Retrieval ACL 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL 2023
An Inner Table Retriever for Robust Table Question Answering ACL 2023
EEL: Efficiently Encoding Lattices for Reranking ACL 2023
Enhancing Arabic Machine Translation for E-commerce Product Information: Data Quality Challenges and Innovative Selection Approaches EMNLP 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023
Knowledge Corpus Error in Question Answering EMNLP 2023
Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI SEMEVAL 2023
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search AAAI 2023