The Thirty-Third Text REtrieval Conference
(TREC 2024)

NeuCLIR (Cross language and multilingual search) Cross-langauge retrieval task Appendix

RuntagOrgIs this run manual or automatic?What collection is this submission using?What form of the documents did you use?What topic fields did you use?What form of the queries did you use?Please provide a short description of this run, including info about anything checked "Other" above.Please give this run a priority for inclusion in manual assessments.
fas-ISI_SEARCHER-ANE_run1 (ir_measures.fas) ISI
automatic
Farsi
['Original non-English text']
['title', 'description', 'narrative']
['English']
ISI's TREC 2024 SEARCHER submission is a two-stage model consisting of an initial retrieval stage and a reranking stage. The first stage is based on a neural cross-lingual model utilizing a sparse index (see https://aclanthology.org/2020.clssts-1.4.pdf); the second stage re-ranks the top 1000 documents using a cross encoder based on a fine-tuned Mistral model.
1 (top)
rus-ISI_SEARCHER-ANE_run1 (ir_measures.rus) ISI
automatic
Russian
['Original non-English text']
['title', 'description', 'narrative']
['English']
ISI's TREC 2024 SEARCHER submission is a two-stage model consisting of an initial retrieval stage and a reranking stage. The first stage is based on a neural cross-lingual model utilizing a sparse index (see https://aclanthology.org/2020.clssts-1.4.pdf); the second stage re-ranks the top 1000 documents using a cross encoder based on a fine-tuned Mistral model.
1 (top)
zho-ISI_SEARCHER-ANE_run1 (ir_measures.zho) ISI
automatic
Chinese
['Original non-English text']
['title', 'description', 'narrative']
['English']
ISI's TREC 2024 SEARCHER submission is a two-stage model consisting of an initial retrieval stage and a reranking stage. The first stage is based on a neural cross-lingual model utilizing a sparse index (see https://aclanthology.org/2020.clssts-1.4.pdf); the second stage re-ranks the top 1000 documents using a cross encoder based on a fine-tuned Mistral model.
1 (top)
fas-coordinators-MNED1-plaid_distill_mono_ht (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided human translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Chinese using distillation. Default ColBERT parameters with 1 bit for residual index
1 (top)
fas-coordinators-MNES-fast_psqtd (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
3
fas-coordinators-MNES-fast_psqtitle (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
10
fas-coordinators-MNES-patapscoBM25qtnoRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
16
fas-coordinators-MNES-patapscoBM25qtnoRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
22
fas-coordinators-MNES-patapscoBM25qtnoRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
9
fas-coordinators-MNES-patapscoBM25qtRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
19
fas-coordinators-MNES-patapscoBM25qtRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
6
fas-coordinators-MNES-patapscoBM25qtRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
13
fas-coordinators-MNPS1-patapscoBM25htnoRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
20
fas-coordinators-MNPS1-patapscoBM25htnoRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
7
fas-coordinators-MNPS1-patapscoBM25htnoRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and parsivar stemming.
14
fas-coordinators-MNPS1-patapscoBM25htRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
17
fas-coordinators-MNPS1-patapscoBM25htRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
2
fas-coordinators-MNPS1-patapscoBM25htRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization, parsivar stemming, and RM3 with 10 terms. Original query weight is 50%.
10
fas-coordinators-MTES-patapscoBM25dtnoRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
21
fas-coordinators-MTES-patapscoBM25dtnoRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
8
fas-coordinators-MTES-patapscoBM25dtnoRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
15
fas-coordinators-MTES-patapscoBM25dtRM3desc (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
18
fas-coordinators-MTES-patapscoBM25dtRM3td (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
4
fas-coordinators-MTES-patapscoBM25dtRM3title (ir_measures.fas) (paper)coordinators
manual
Farsi
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
12
rus-coordinators-MNED1-plaid_distill_mono_ht (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided human translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Chinese using distillation. Default ColBERT parameters with 1 bit for residual index
1 (top)
rus-coordinators-MNES-fast_psqtd (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
3
rus-coordinators-MNES-fast_psqtitle (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
11
rus-coordinators-MNES-patapscoBM25qtnoRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and stemming.
22
rus-coordinators-MNES-patapscoBM25qtnoRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and stemming.
9
rus-coordinators-MNES-patapscoBM25qtnoRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and stemming.
16
rus-coordinators-MNES-patapscoBM25qtRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, spacy stemming, and RM3 with 10 terms. Original query weight is 50%.
19
rus-coordinators-MNES-patapscoBM25qtRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, spacy stemming, and RM3 with 10 terms. Original query weight is 50%.
6
rus-coordinators-MNES-patapscoBM25qtRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization, spacy stemming, and RM3 with 10 terms. Original query weight is 50%.
13
rus-coordinators-MNRS1-patapscoBM25htnoRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and stemming.
20
rus-coordinators-MNRS1-patapscoBM25htnoRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and stemming.
7
rus-coordinators-MNRS1-patapscoBM25htnoRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and stemming.
14
rus-coordinators-MNRS1-patapscoBM25htRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization, spacy stemming, and RM3 with 10 terms. Original query weight is 50%.
17
rus-coordinators-MNRS1-patapscoBM25htRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization, spacy stemming, and RM3 with 10 terms. Original query weight is 50%.
2
rus-coordinators-MNRS1-patapscoBM25htRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
10
rus-coordinators-MTES-patapscoBM25dtnoRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
21
rus-coordinators-MTES-patapscoBM25dtnoRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
8
rus-coordinators-MTES-patapscoBM25dtnoRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
15
rus-coordinators-MTES-patapscoBM25dtRM3desc (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
18
rus-coordinators-MTES-patapscoBM25dtRM3td (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
4
rus-coordinators-MTES-patapscoBM25dtRM3title (ir_measures.rus) (paper)coordinators
manual
Russian
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
12
zho-coordinators-MNED1-plaid_distill_mono_ht (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided human translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Chinese using distillation. Default ColBERT parameters with 1 bit for residual index
1 (top)
zho-coordinators-MNES-fast_psqtd (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
3
zho-coordinators-MNES-fast_psqtitle (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title']
['English']
Probabilistic structured queries using fast-psq implementation with recommended parameters for creating statistical translation table and index
12
zho-coordinators-MNCS1-patapscoBM25htnoRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization.
20
zho-coordinators-MNCS1-patapscoBM25htnoRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization.
7
zho-coordinators-MNCS1-patapscoBM25htRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
17
zho-coordinators-MNCS1-patapscoBM25htRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
2
zho-coordinators-MNES-patapscoBM25qtnoRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization.
22
zho-coordinators-MNES-patapscoBM25qtnoRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization.
9
zho-coordinators-MNES-patapscoBM25qtRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
19
zho-coordinators-MNES-patapscoBM25qtRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
6
zho-coordinators-MTES-patapscoBM25dtnoRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
21
zho-coordinators-MTES-patapscoBM25dtnoRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
8
zho-coordinators-MTES-patapscoBM25dtnoRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming.
15
zho-coordinators-MTES-patapscoBM25dtRM3desc (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
18
zho-coordinators-MTES-patapscoBM25dtRM3td (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['title', 'description']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
4
zho-coordinators-MTES-patapscoBM25dtRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Track-provided translations']
['title']
['English']
Patapsco BM25 run using spacy tokenization and stemming and RM3 with 10 terms. Original query weight is 50%.
12
zho-coordinators-MNES-patapscoBM25qtRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
13
zho-coordinators-MNES-patapscoBM25qtnoRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title']
['Track-provided Google translation']
Patapsco BM25 run using spacy tokenization.
16
zho-coordinators-MNCS1-patapscoBM25htnoRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization.
14
zho-coordinators-MNCS1-patapscoBM25htRM3title (ir_measures.zho) (paper)coordinators
manual
Chinese
['Original non-English text']
['title']
['Track-provided human translation']
Patapsco BM25 run using spacy tokenization and RM3 with 10 terms. Original query weight is 50%.
10
fas-hltcoe-MNED-plaid_distill_engeng_zs2engfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
8
fas-hltcoe-MNED-plaid_distill_engeng_zs2fasfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
13
fas-hltcoe-MNED-plaid_distill_engfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Persian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
7
fas-hltcoe-MNED-plaid_distill_engfas.mt5rerank.gpt4rerank (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Persian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5 and top 30 reranked using gpt4.
9
fas-hltcoe-MNED-plaid_distill_engfas_450p (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Persian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Non-overlapping passages containing 450 tokens.
14
fas-hltcoe-MNED-plaid_distill_engfas_termpool2 (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Persian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Term pooling to remove 1/2 of tokens per passage
16
fas-hltcoe-MNED-plaid_distill_engmlir (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in Chinese, Persian, and Russian using distillation of English,English scores with mixed entries. Default ColBERT parameters with 1 bit for residual index
15
fas-hltcoe-MNED-plaid_distill_engfas.mt5rerank (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Persian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5
3
fas-hltcoe-MNED-plaid_distill_mono_fasfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Persian using distillation. Default ColBERT parameters with 1 bit for residual index
12
fas-hltcoe-MNED-plaid_eqsynms_distill_engfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on 50% sythetix queries created by mixtral in English and documents from the collection using distillation of English, Persian scores and 50% MSMARCO queries in English and MSMARCO documents translated in Persian. Default ColBERT parameters with 1 bit for residual index
1 (top)
fas-hltcoe-MNED-plaid_syn_distill_engfas (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on sythetix queries created by mixtral in English and documents from the collection using distillation of English, Persian scores. Default ColBERT parameters with 1 bit for residual index
6
fas-hltcoe-MNTEH-kitchen_rankfuse (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: fas-hltcoe-MNED-plaid_distill_engfas, fas-hltcoe-MTED-plaid_distill_engeng, fas-coordinators-MNES-fast_psqtd, fas-coordinators-MNES-patapscoBM25qtRM3td, fas-coordinators-MTES-patapscoBM25dtRM3td, and fas-ISI_SEARCHER-ANE_run1
10
fas-hltcoe-MNTEH-kitchen_rankfuse,mt5rerank (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: fas-hltcoe-MNED-plaid_distill_engfas, fas-hltcoe-MTED-plaid_distill_engeng, fas-coordinators-MNES-fast_psqtd, fas-coordinators-MNES-patapscoBM25qtRM3td, fas-coordinators-MTES-patapscoBM25dtRM3td, and fas-ISI_SEARCHER-ANE_run1 and reranked with mt5
4
fas-hltcoe-MNTEH-kitchen_rankfuse.mt5rerank.gpt4rerank (ir_measures.fas) hltcoe
manual
Farsi
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: fas-hltcoe-MNED-plaid_distill_engfas, fas-hltcoe-MTED-plaid_distill_engeng, fas-coordinators-MNES-fast_psqtd, fas-coordinators-MNES-patapscoBM25qtRM3td, fas-coordinators-MTES-patapscoBM25dtRM3td, and fas-ISI_SEARCHER-ANE_run1 and reranked with mt5 followed by gpt4 on top 30
2
fas-hltcoe-MTED-plaid_distill_engeng (ir_measures.fas) hltcoe
manual
Farsi
['Track-provided translations']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
11
rus-hltcoe-MNED-plaid_distill_engeng_zs2engrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
8
rus-hltcoe-MNED-plaid_distill_engeng_zs2rusrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
13
rus-hltcoe-MNED-plaid_distill_engmlir (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in Chinese, Persian, and Russian using distillation of English,English scores with mixed entries. Default ColBERT parameters with 1 bit for residual index
15
rus-hltcoe-MNED-plaid_distill_engrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
7
rus-hltcoe-MNED-plaid_distill_engrus.mt5rerank (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5
3
rus-hltcoe-MNED-plaid_distill_engrus.mt5rerank.gpt4rerank (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5 and top 30 reranked using gpt4.
9
rus-hltcoe-MNED-plaid_distill_engrus_450p (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Non-overlapping passages containing 450 tokens.
14
rus-hltcoe-MNED-plaid_distill_engrus_termpool2 (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Term pooling to remove 1/2 of tokens per passage
16
rus-hltcoe-MNED-plaid_distill_mono_rusrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Russian using distillation. Default ColBERT parameters with 1 bit for residual index
12
rus-hltcoe-MNED-plaid_eqsynms_distill_engrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on 50% sythetix queries created by mixtral in English and documents from the collection using distillation of English, Russian scores and 50% MSMARCO queries in English and MSMARCO documents translated in Russian. Default ColBERT parameters with 1 bit for residual index
1 (top)
rus-hltcoe-MNED-plaid_syn_distill_engrus (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on sythetix queries created by mixtral in English and documents from the collection using distillation of English, Russian scores. Default ColBERT parameters with 1 bit for residual index
6
rus-hltcoe-MNTEH-kitchen_rankfuse (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: rus-hltcoe-MNED-plaid_distill_engrus, rus-hltcoe-MTED-plaid_distill_engeng, rus-coordinators-MNES-fast_psqtd, rus-coordinators-MNES-patapscoBM25qtRM3td, rus-coordinators-MTES-patapscoBM25dtRM3td, and rus-ISI_SEARCHER-ANE_run1
10
rus-hltcoe-MNTEH-kitchen_rankfuse,mt5rerank (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: rus-hltcoe-MNED-plaid_distill_engrus, rus-hltcoe-MTED-plaid_distill_engeng, rus-coordinators-MNES-fast_psqtd, rus-coordinators-MNES-patapscoBM25qtRM3td, rus-coordinators-MTES-patapscoBM25dtRM3td, and rus-ISI_SEARCHER-ANE_run1 and reranked with mt5
4
rus-hltcoe-MNTEH-kitchen_rankfuse.mt5rerank.gpt4rerank (ir_measures.rus) hltcoe
manual
Russian
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: rus-hltcoe-MNED-plaid_distill_engrus, rus-hltcoe-MTED-plaid_distill_engeng, rus-coordinators-MNES-fast_psqtd, rus-coordinators-MNES-patapscoBM25qtRM3td, rus-coordinators-MTES-patapscoBM25dtRM3td, and rus-ISI_SEARCHER-ANE_run1 and reranked with mt5 followed by gpt4 on top 30
2
rus-hltcoe-MTED-plaid_distill_engeng (ir_measures.rus) hltcoe
manual
Russian
['Track-provided translations']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
11
mlir-ATNESLH-h2oloo-rfusedbinterweave-rlp2_rg4of_clir h2oloo
automatic
Multilingual
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
First Stage: RRF: PLAID server (top 100), SPLADE DT + Rocchio (Top 1K), BM25 DT + Rocchio (Top 1k) Second Stage (on top1K): RRF: First Stage, monot5-3b, lit5-v2large Third Stage (on top 100): RRF: RankLlama3.1-70b, RankGPT4o Interweaved across languages Fourth Stage: RankLlama3.1-70b (Top 300) (2 passes) Fifth Stage: RRF(RankGPT4o (top 100), Fourth Stage)
1 (top)
mlir-ATNESLH-h2oloo-rfusedbinterweave-rlp2_rg4o_clir h2oloo
automatic
Multilingual
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
First Stage: RRF: PLAID server (top 100), SPLADE DT + Rocchio (Top 1K), BM25 DT + Rocchio (Top 1k) Second Stage (on top1K): RRF: First Stage, monot5-3b, lit5-v2large Third Stage (on top 100): RRF: RankLlama3.1-70b, RankGPT4o Interweaved across languages Fourth Stage: RankLlama3.1-70b (Top 300) (2 passes) Fifth Stage: RankGPT4o (top 100)
2
mlir-ATNESLH-h2oloo-rfusedbinterweave-rlp2_clir h2oloo
automatic
Multilingual
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
First Stage: RRF: PLAID server (top 100), SPLADE DT + Rocchio (Top 1K), BM25 DT + Rocchio (Top 1k) Second Stage (on top1K): RRF: First Stage, monot5-3b, lit5-v2large Third Stage (on top 100): RRF: RankLlama3.1-70b, RankGPT4o Interweaved across languages Fourth Stage: RankLlama3.1-70b (Top 300) (2 passes)
3
mlir-ATNESLH-h2oloo-rfusedbinterweave-rlp1_clir h2oloo
automatic
Multilingual
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
First Stage: RRF: PLAID server (top 100), SPLADE DT + Rocchio (Top 1K), BM25 DT + Rocchio (Top 1k) Second Stage (on top1K): RRF: First Stage, monot5-3b, lit5-v2large Third Stage (on top 100): RRF: RankLlama3.1-70b, RankGPT4o Interweaved across languages Fourth Stage: RankLlama3.1-70b (Top 300)
4
mlir-ATNESLH-h2oloo-rfusedbinterweave-clir h2oloo
automatic
Multilingual
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
First Stage: RRF: PLAID server (top 100), SPLADE DT + Rocchio (Top 1K), BM25 DT + Rocchio (Top 1k) Second Stage (on top1K): RRF: First Stage, monot5-3b, lit5-v2large Third Stage (on top 100): RRF: RankLlama3.1-70b, RankGPT4o Interweaved across languages
6
zho-hltcoe-MNED-plaid_distill_engeng_zs2engzho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
8
zho-hltcoe-MNED-plaid_distill_engeng_zs2zhozho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
13
zho-hltcoe-MNED-plaid_distill_engmlir (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in Chinese, Persian, and Russian using distillation of English,English scores with mixed entries. Default ColBERT parameters with 1 bit for residual index
15
zho-hltcoe-MNED-plaid_distill_engzho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Chinese using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
7
zho-hltcoe-MNED-plaid_distill_engzho.mt5rerank (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Chinese using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5
3
zho-hltcoe-MNED-plaid_distill_engzho.mt5rerank.gpt4rerank (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Chinese using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Reranked using mt5 and top 30 reranked using gpt4.
9
zho-hltcoe-MNED-plaid_distill_engzho_450p (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Non-overlapping passages containing 450 tokens.
14
zho-hltcoe-MNED-plaid_distill_engzho_termpool2 (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries in English and documents translated into Russian using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index. Term pooling to remove 1/2 of tokens per passage
16
zho-hltcoe-MNED-plaid_distill_mono_zhozho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['Track-provided Google translation']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents translated into Chinese using distillation. Default ColBERT parameters with 1 bit for residual index
12
zho-hltcoe-MNED-plaid_eqsynms_distill_engzho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on 50% sythetix queries created by mixtral in English and documents from the collection using distillation of English, Chinese scores and 50% MSMARCO queries in English and MSMARCO documents translated in Chinese. Default ColBERT parameters with 1 bit for residual index
1 (top)
zho-hltcoe-MNED-plaid_syn_distill_engzho (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on sythetix queries created by mixtral in English and documents from the collection using distillation of English, Chinese scores. Default ColBERT parameters with 1 bit for residual index
6
zho-hltcoe-MNTEH-kitchen_rankfuse (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: zho-hltcoe-MNED-plaid_distill_engzho, zho-hltcoe-MTED-plaid_distill_engeng, zho-coordinators-MNES-fast_psqtd, zho-coordinators-MNES-patapscoBM25qtRM3td, zho-coordinators-MTES-patapscoBM25dtRM3td, and zho-ISI_SEARCHER-ANE_run1
10
zho-hltcoe-MNTEH-kitchen_rankfuse.mt5rerank (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text', 'Track-provided translations']
['title', 'description']
['English', 'Track-provided Google translation']
Used rank-based fusion over the following runs: zho-hltcoe-MNED-plaid_distill_engzho, zho-hltcoe-MTED-plaid_distill_engeng, zho-coordinators-MNES-fast_psqtd, zho-coordinators-MNES-patapscoBM25qtRM3td, zho-coordinators-MTES-patapscoBM25dtRM3td, and zho-ISI_SEARCHER-ANE_run1 and reranked with mt5
6
zho-hltcoe-MTED-plaid_distill_engeng (ir_measures.zho) hltcoe
manual
Chinese
['Track-provided translations']
['title', 'description']
['English']
PLAID-X implementation of ColBERT with model fine-tuned on MSMARCO queries and documents in English using distillation of English,English scores. Default ColBERT parameters with 1 bit for residual index
11
zho-hltcoe-MNTEH-kitchen_rankfuse.mt5rerank.gpt4rerank (ir_measures.zho) hltcoe
manual
Chinese
['Original non-English text']
['title', 'description']
['English']
Used rank-based fusion over the following runs: zho-hltcoe-MNED-plaid_distill_engzho, zho-hltcoe-MTED-plaid_distill_engeng, zho-coordinators-MNES-fast_psqtd, zho-coordinators-MNES-patapscoBM25qtRM3td, zho-coordinators-MTES-patapscoBM25dtRM3td, and zho-ISI_SEARCHER-ANE_run1 and reranked with mt5 followed by gpt4 on top 30
2