| { | |
| "@context": { | |
| "@language": "en", | |
| "@vocab": "https://schema.org/", | |
| "citeAs": "cr:citeAs", | |
| "column": "cr:column", | |
| "conformsTo": "dct:conformsTo", | |
| "cr": "http://mlcommons.org/croissant/", | |
| "rai": "http://mlcommons.org/croissant/RAI/", | |
| "data": { | |
| "@id": "cr:data", | |
| "@type": "@json" | |
| }, | |
| "dataType": { | |
| "@id": "cr:dataType", | |
| "@type": "@vocab" | |
| }, | |
| "dct": "http://purl.org/dc/terms/", | |
| "examples": { | |
| "@id": "cr:examples", | |
| "@type": "@json" | |
| }, | |
| "extract": "cr:extract", | |
| "field": "cr:field", | |
| "fileProperty": "cr:fileProperty", | |
| "fileObject": "cr:fileObject", | |
| "fileSet": "cr:fileSet", | |
| "format": "cr:format", | |
| "includes": "cr:includes", | |
| "isLiveDataset": "cr:isLiveDataset", | |
| "jsonPath": "cr:jsonPath", | |
| "key": "cr:key", | |
| "md5": "cr:md5", | |
| "parentField": "cr:parentField", | |
| "path": "cr:path", | |
| "recordSet": "cr:recordSet", | |
| "references": "cr:references", | |
| "regex": "cr:regex", | |
| "repeated": "cr:repeated", | |
| "replace": "cr:replace", | |
| "sc": "https://schema.org/", | |
| "separator": "cr:separator", | |
| "source": "cr:source", | |
| "subField": "cr:subField", | |
| "transform": "cr:transform" | |
| }, | |
| "@type": "sc:Dataset", | |
| "name": "seqBench", | |
| "description": "\nSeqBench is a tunable benchmark designed to probe and analyze sequential reasoning \ncapabilities in language models. This compact version contains instances with varied \ncomplexity. Each instance provides:\n- 'context': NLP problem.\n- 'completion': Solution.\n- 'complexity_parameters': A dictionary with L, B, N.\n- 'instance_metadata': Maze dimensions and agent/target names.\n- 'structural_details': Rich structural information (as a JSON string) including room mappings, \n adjacency lists, door/key details, and canonical facts for the underlying base maze.\n", | |
| "conformsTo": "http://mlcommons.org/croissant/1.0", | |
| "citeAs": "@misc{anonymous2025seqbench,\n author = {Anonymous Submission},\n title = {SeqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs},\n year = {2025},\n publisher = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},\n note = {Special Theme: Interdisciplinary Recontextualization of NLP},\n comment = {Dataset accessible at https://huggingface.co/datasets/emnlp-submission/seqBench}\n}", | |
| "license": "https://creativecommons.org/licenses/by/4.0/", | |
| "url": "https://huggingface.co/datasets/emnlp-submission/seqBench", | |
| "distribution": [ | |
| { | |
| "@type": "cr:FileObject", | |
| "@id": "seqbench-jsonl-gz-file", | |
| "name": "seqbench-jsonl-gz-file", | |
| "description": "The main benchmark data file in gzipped JSONL format.", | |
| "contentUrl": "https://huggingface.co/datasets/emnlp-submission/seqBench/resolve/main/seqBench_compact.jsonl.gz", | |
| "encodingFormat": "application/gzip", | |
| "sha256": "2b58a2f7b65def3445f2572726d5ff30d5ecab9cc841fffcb57a8bceb937b0c3" | |
| } | |
| ], | |
| "recordSet": [ | |
| { | |
| "@type": "cr:RecordSet", | |
| "@id": "seqbench-records", | |
| "name": "seqbench-records", | |
| "description": "Individual instances from the SeqBench benchmark (extracted from gzipped JSONL).", | |
| "field": [ | |
| { | |
| "@type": "cr:Field", | |
| "@id": "context", | |
| "name": "context", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "column": "context" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "completion", | |
| "name": "completion", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "column": "completion" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "logical_depth_L", | |
| "name": "logical_depth_L", | |
| "dataType": "sc:Integer", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "jsonPath": "complexity_parameters.logical_depth_L" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "backtracking_count_B", | |
| "name": "backtracking_count_B", | |
| "dataType": "sc:Integer", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "jsonPath": "complexity_parameters.backtracking_count_B" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "noise_ratio_N", | |
| "name": "noise_ratio_N", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "jsonPath": "complexity_parameters.noise_ratio_N" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "instance_id", | |
| "name": "instance_id", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "column": "instance_id" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "full_instance_metadata", | |
| "name": "full_instance_metadata", | |
| "description": "Full instance metadata as a JSON string (contains maze_rows, maze_cols, agent_name, target_name).", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "column": "instance_metadata" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "structural_details_json", | |
| "name": "structural_details_json", | |
| "description": "Full structural details as a JSON string.", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "seqbench-jsonl-gz-file" | |
| }, | |
| "extract": { | |
| "column": "structural_details" | |
| } | |
| } | |
| } | |
| ] | |
| } | |
| ] | |
| } | |