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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Evaluating Large Language Models on Wikipedia-Style Survey Generation ACL 2024
From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Verifiable Generation with Subsentence-Level Fine-Grained Citations ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe Retrieval EMNLP 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024
AuRED: Enabling Arabic Rumor Verification using Evidence from Authorities over Twitter ACL 2024