mlsanityData to 14 Oct 2026

Overview of the TREC 2024 NeuCLIR Track

arXiv 2509.14355 ↗First posted 17 Sep 2025cs.IRcited by 13

Not on the map. Why?

Abstract (arXiv)

The principal goal of the TREC Neural Cross-Language Information Retrieval (NeuCLIR) track is to study the effect of neural approaches on cross-language information access. The track has created test collections containing Chinese, Persian, and Russian news stories and Chinese academic abstracts. NeuCLIR includes four task types: Cross-Language Information Retrieval (CLIR) from news, Multilingual Information Retrieval (MLIR) from news, Report Generation from news, and CLIR from technical documents. A total of 274 runs were submitted by five participating teams (and as baselines by the track coordinators) for eight tasks across these four task types. Task descriptions and the available results are presented.

Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). First posted on arXiv 17 Sep 2025.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 3; 2026: 10.

13 papers.

Sort:

By area:

  1. 2025Auto-ARGUE: LLM-Based Report Generation Evaluationcited by 14
  2. 2025Principled Context Engineering for RAG: Statistical Guarantees via Conformal Predictioncited by 6
  3. 2026FACTUM: Mechanistic Detection of Citation Hallucination in Long-Form RAGcited by 6
  4. 2025Query Decomposition for RAG: Balancing Exploration-Exploitationcited by 5
  5. 2026When Deep Research Agents Stagnate: Enhancing Reasoning with Retrieval-Aware Agent Controlcited by 3
  6. 2026Incorporating Q&A Nuggets into Retrieval-Augmented Generationcited by 2
  7. 2026LANCER: LLM Reranking for Nugget Coveragecited by 2
  8. 2026RoutIR: Fast Serving of Retrieval Pipelines for Retrieval-Augmented Generationcited by 1
  9. 2026Insider Knowledge: How Much Can RAG Systems Gain from Evaluation Secrets?cited by 1
  10. 2026DoGMaTiQ: Automated Generation of Question-and-Answer Nuggets for Report Evaluationcited by 1
  11. 2026Findings of the MAGMaR 2026 Shared Taskcited by 1
  12. 2026SHIFT: Semantic Harmonization via Index-side Feature Transformation for Multilingual Information Retrievalcited by 1
1 more
  1. 2026ChemCLIR-Bench: Benchmarking Cross-Lingual Information Retrieval in Multilingual Chemical Patentscited by 0