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Information Retrieval

335 directly classified papers

Papers per year

Papers

Tracking the Newsworthiness of Public Documents ACL 2024

Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024

IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages ACL 2024

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024

Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ACL 2024

BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024

SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024

Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024

GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization ACL 2024

RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024

SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation ACL 2024

Large Language Models Can Learn Representation in Natural Language ACL 2024

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024

Exploiting Positional Bias for Query-Agnostic Generative Content in Search ACL 2024

Retrieval-augmented generation in multilingual settings ACL 2024

Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024

Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024

CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024

CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024

“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024

Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024

Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024

Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024

Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024