Overview of the TREC 2022 NeuCLIR Track
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Abstract (arXiv)
This is the first year of the TREC Neural CLIR (NeuCLIR) track, which aims to study the impact of neural approaches to cross-language information retrieval. The main task in this year's track was ad hoc ranked retrieval of Chinese, Persian, or Russian newswire documents using queries expressed in English. Topics were developed using standard TREC processes, except that topics developed by an annotator for one language were assessed by a different annotator when evaluating that topic on a different language. There were 172 total runs submitted by twelve teams.
Key facts. Cited by 11 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Apr 2023.
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Citing papers per year: 2023: 1; 2024: 4; 2025: 5; 2026: 1.
11 papers.
- 2023Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrievalcited by 24
- 2024Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillationcited by 22
- 2024MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrievalcited by 17
- 2025FaMTEB: Massive Text Embedding Benchmark in Persian Languagecited by 10
- 2025mFollowIR: a Multilingual Benchmark for Instruction Following in Retrievalcited by 7
- 2024PLAID SHIRTTT for Large-Scale Streaming Dense Retrievalcited by 3
- 2025Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examplescited by 3
- 2025CLIRudit: Cross-Lingual Information Retrieval of Scientific Documentscited by 2
- 2024Extending Translate-Train for ColBERT-X to African Language CLIRcited by 1
- 2025MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queriescited by 0
- 2026MIMO: Multilingual Information Retrieval via Monolingual Objectivescited by 0
- 2026MIMO: Multilingual Information Retrieval via Monolingual Objectives29 May 2026
- 2025MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries22 May 2025
- 2025CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents22 Apr 2025
- 2025FaMTEB: Massive Text Embedding Benchmark in Persian Language17 Feb 2025
- 2025Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples12 Feb 2025
- 2025mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval31 Jan 2025
- 2024MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval15 Oct 2024
- 2024PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval2 May 2024
- 2024Extending Translate-Train for ColBERT-X to African Language CLIR11 Apr 2024
- 2024Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation9 Jan 2024
- 2023Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval10 Nov 2023