Update README.md

README.md

@@ -1,3 +1,118 @@
 ---
-license: other
+license: cc-by-4.0
+annotations_creators:
+- NIST
+task_categories:
+- text-retrieval
+- text-ranking
+language:
+- en
+- zh
+multilinguality:
+- multilingual
+pretty_name: NeuCLIRTech
+size_categories:
+- n<1K
+task_ids:
+- document-retrieval
+configs:
+- config_name: queries
+  default: true
+  data_files:
+  - split: eng
+    path: data/eng.tsv
+  - split: zho
+    path: data/zho.tsv
+  format: csv
+  sep: "\t"
+  header: null
+  names: ["id", "query"]
+  dataset_info:
+    features:
+    - name: id
+      dtype: string
+    - name: query
+      dtype: string
+- config_name: qrels
+  default: false
+  data_files: data/qrels.gains.txt
+  format: csv
+  sep: " "
+  header: null
+  names: ["id", "ignore", "docid", "relevance"]
+  dataset_info:
+    features:
+    - name: id
+      dtype: string
+    - name: ignore
+      dtype: string
+    - name: docid
+      dtype: string
+    - name: relevance
+      dtype: int
 ---
+
+# NeuCLIRTech Topics and Queries
+
+NeuCLIRTech is an evaluation benchmark for monolingual and cross-language on technical documents
+
+The document collection can be found at [neuclir/csl](https://huggingface.co/datasets/neuclir/csl).
+
+## Supporting Tasks and Corresponding Data
+
+NeuCLIRBench supports three types of tasks: Chinese monolingual and English-Chinese cross-language retrieval.
+The following specifies the documents, queries, and qrels (labels) that should be used for each task. 
+
+Please report nDCG@20 for all tasks. 
+
+*We use `:` to indicate different subset under the dataset.*
+
+| Task | Documents | Queries | Qrels |
+| --- | --- | --- | --- |
+| Monolingual    | `neuclir/csl:csl` | `zho` split of `neuclir/tech:queries` | `neuclir/tech:qrels` |
+| Cross-Language | `neuclir/csl:csl` | `eng` split of `neuclir/tech:queries` | `neuclir/tech:qrels` |
+
+
+## Baseline Retrieval Results and Run Files
+We also provide all reported baseline retrieval results in the NeuCLIRBench paper. 
+Please refer to the paper for the detailed descriptions of each model. 
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/63a0c07a3c8841cfe2cd1e70/ywTDl59DIIs_9S2pSGdeU.png)
+
+
+### Run Names
+Please refer to the `./runs` directory in this dataset to find all the runs. 
+Files follow the naming scheme of `{run_handle}_{task:mono/clir/mlir}_{lang}.trec`. Please refer to the task section for the details. 
+
+| Run Handle        | Model Type         | Model Name            |
+|:------------------|:-------------------|:----------------------|
+| bm25              | Lexical            | BM25                  |
+| bm25dt            | Lexical            | BM25 w/ DT            |
+| bm25qt            | Lexical            | BM25 w/ QT            |
+| milco             | Bi-Encoder         | MILCO                 |
+| plaidx            | Bi-Encoder         | PLAID-X               |
+| qwen8b            | Bi-Encoder         | Qwen3 8B Embed        |
+| qwen4b            | Bi-Encoder         | Qwen3 4B Embed        |
+| qwen600m          | Bi-Encoder         | Qwen3 0.6B Embed      |
+| arctic            | Bi-Encoder         | Arctic-Embed Large v2 |
+| splade            | Bi-Encoder         | SPLADEv3              |
+| fusion3           | Bi-Encoder         | Fusion                |
+| repllama          | Bi-Encoder         | RepLlama              |
+| me5large          | Bi-Encoder         | e5 Large              |
+| jinav3            | Bi-Encoder         | JinaV3                |
+| bgem3sparse       | Bi-Encoder         | BGE-M3 Sparse         |
+| mt5               | Pointwise Reranker | Mono-mT5XXL           |
+| qwen3-0.6b-rerank | Pointwise Reranker | Qwen3 0.6B Rerank     |
+| qwen3-4b-rerank   | Pointwise Reranker | Qwen3 4B Rerank       |
+| qwen3-8b-rerank   | Pointwise Reranker | Qwen3 8B Rerank       |
+| jina-rerank       | Pointwise Reranker | Jina Reranker         |
+| searcher-rerank   | Pointwise Reranker | SEARCHER Reranker     |
+| rank1             | Pointwise Reranker | Rank1                 |
+| qwq               | Listwise Reranker  | Rank-K (QwQ)          |
+| rankzephyr        | Listwise Reranker  | RankZephyr 7B         |
+| firstqwen         | Listwise Reranker  | FIRST Qwen3 8B        |
+| rq32b             | Listwise Reranker  | RankQwen-32B          |
+
+
+## Citation
+TBA