Regenerate dataset files with v2.0 template

Generated from updated template with v2.0 improvements:
- universal_dependencies.py: MWT support, bug fix, optimizations
- tools/universal_dependencies-2.17: Source generated file
- tools/README-2.17: Source generated file

Changes in universal_dependencies.py:
- Added MWT field to schema (Sequence of {id, form, misc})
- Implemented MWT extraction for tuple IDs
- Fixed bug: filter to syntactic words only (sent_filtered)
- Optimized: reuse tokens variable instead of rebuilding
- All token fields now use sent_filtered (excludes MWTs)

Generated with: ./03_fill_universal_dependencies_tamplate.py -o

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

tools/README-2.17

@@ -12908,4 +12908,4 @@ The `./tools/` are licensed under the [Apache-2.0](https://www.apache.org/licens
 
 ### Contributions
 
-Thanks to [universal-dependencies](https://huggingface.co/universal-dependencies) for [the original of this dataset](https://huggingface.co/datasets/universal-dependencies/universal_dependencies).
+Thanks to [universal-dependencies](https://huggingface.co/universal-dependencies) for [the original of this dataset](https://huggingface.co/datasets/universal-dependencies/universal_dependencies).

tools/universal_dependencies-2.17

@@ -1778,6 +1778,13 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     "deprel": datasets.Sequence(datasets.Value("string")),
                     "deps": datasets.Sequence(datasets.Value("string")),
                     "misc": datasets.Sequence(datasets.Value("string")),
+                    "mwt": datasets.Sequence(
+                        {
+                            "id": datasets.Value("string"),
+                            "form": datasets.Value("string"),
+                            "misc": datasets.Value("string"),
+                        }
+                    ),
                 }
             ),
             supervised_keys=None,
@@ -1829,7 +1836,20 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     else:
                         idx = id
 
-                    tokens = [token["form"] for token in sent]
+                    # Extract Multi-Word Tokens (MWTs) - tokens with tuple IDs like (1, '-', 2)
+                    mwts = []
+                    for token in sent:
+                        if isinstance(token["id"], tuple):  # MWT line (e.g., "1-2")
+                            mwts.append({
+                                "id": f"{token['id'][0]}-{token['id'][2]}",
+                                "form": token["form"],
+                                "misc": str(token["misc"]) if token["misc"] else ""
+                            })
+
+                    # Filter to syntactic words only (exclude MWTs and empty nodes)
+                    sent_filtered = sent.filter(id=lambda x: type(x) is int)
+
+                    tokens = [token["form"] for token in sent_filtered]
 
                     if "text" in sent.metadata:
                         txt = sent.metadata["text"]
@@ -1839,14 +1859,15 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     yield id, {
                         "idx": str(idx),
                         "text": txt,
-                        "tokens": [token["form"] for token in sent],
-                        "lemmas": [token["lemma"] for token in sent],
-                        "upos": [token["upos"] for token in sent],
-                        "xpos": [token["xpos"] for token in sent],
-                        "feats": [str(token["feats"]) for token in sent],
-                        "head": [str(token["head"]) for token in sent],
-                        "deprel": [str(token["deprel"]) for token in sent],
-                        "deps": [str(token["deps"]) for token in sent],
-                        "misc": [str(token["misc"]) for token in sent],
+                        "tokens": tokens,
+                        "lemmas": [token["lemma"] for token in sent_filtered],
+                        "upos": [token["upos"] for token in sent_filtered],
+                        "xpos": [token["xpos"] for token in sent_filtered],
+                        "feats": [str(token["feats"]) for token in sent_filtered],
+                        "head": [str(token["head"]) for token in sent_filtered],
+                        "deprel": [str(token["deprel"]) for token in sent_filtered],
+                        "deps": [str(token["deps"]) for token in sent_filtered],
+                        "misc": [str(token["misc"]) for token in sent_filtered],
+                        "mwt": mwts,
                     }
                     id += 1

universal_dependencies.py

@@ -1778,6 +1778,13 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     "deprel": datasets.Sequence(datasets.Value("string")),
                     "deps": datasets.Sequence(datasets.Value("string")),
                     "misc": datasets.Sequence(datasets.Value("string")),
+                    "mwt": datasets.Sequence(
+                        {
+                            "id": datasets.Value("string"),
+                            "form": datasets.Value("string"),
+                            "misc": datasets.Value("string"),
+                        }
+                    ),
                 }
             ),
             supervised_keys=None,
@@ -1829,7 +1836,20 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     else:
                         idx = id
 
-                    tokens = [token["form"] for token in sent]
+                    # Extract Multi-Word Tokens (MWTs) - tokens with tuple IDs like (1, '-', 2)
+                    mwts = []
+                    for token in sent:
+                        if isinstance(token["id"], tuple):  # MWT line (e.g., "1-2")
+                            mwts.append({
+                                "id": f"{token['id'][0]}-{token['id'][2]}",
+                                "form": token["form"],
+                                "misc": str(token["misc"]) if token["misc"] else ""
+                            })
+
+                    # Filter to syntactic words only (exclude MWTs and empty nodes)
+                    sent_filtered = sent.filter(id=lambda x: type(x) is int)
+
+                    tokens = [token["form"] for token in sent_filtered]
 
                     if "text" in sent.metadata:
                         txt = sent.metadata["text"]
@@ -1839,14 +1859,15 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
                     yield id, {
                         "idx": str(idx),
                         "text": txt,
-                        "tokens": [token["form"] for token in sent],
-                        "lemmas": [token["lemma"] for token in sent],
-                        "upos": [token["upos"] for token in sent],
-                        "xpos": [token["xpos"] for token in sent],
-                        "feats": [str(token["feats"]) for token in sent],
-                        "head": [str(token["head"]) for token in sent],
-                        "deprel": [str(token["deprel"]) for token in sent],
-                        "deps": [str(token["deps"]) for token in sent],
-                        "misc": [str(token["misc"]) for token in sent],
+                        "tokens": tokens,
+                        "lemmas": [token["lemma"] for token in sent_filtered],
+                        "upos": [token["upos"] for token in sent_filtered],
+                        "xpos": [token["xpos"] for token in sent_filtered],
+                        "feats": [str(token["feats"]) for token in sent_filtered],
+                        "head": [str(token["head"]) for token in sent_filtered],
+                        "deprel": [str(token["deprel"]) for token in sent_filtered],
+                        "deps": [str(token["deps"]) for token in sent_filtered],
+                        "misc": [str(token["misc"]) for token in sent_filtered],
+                        "mwt": mwts,
                     }
                     id += 1