Datasets:

odoma
/

reference-parsing-finetuning

Modalities:

Text

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Viewer

Auto-converted to Parquet Duplicate

Split (2)

train · 1.71k rows

messages listlengths 3 3	source stringclasses 3 values	split stringclasses 1 value	mode stringclasses 2 values	category stringclasses 27 values	file_id stringclasses 121 values	ref_count int64 1 10	language stringclasses 9 values
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	ENV-SCI	ENV-SCI_54	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	45108	3	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	46228	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	34008	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	single	PSY	PSY_99	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	39222	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	IT
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	1528	1	de
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	single	MUL	MUL_79	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	single	NEU	NEU_81	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	group	null	32415	8	de
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	single	MATH	MATH_70	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	19733	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	26735	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	34008	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	35926	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	53281	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	34869	1	de
[ { "content": "You extract reference metadata.", "role": "system" }, { "content": "Find all bibliographic references and structure them as JSON with authors, titles, publication details.\n\n### Input Text:\nE H Schein. Organizational psychology. 1965", "role": "user" }, { "content": "{\"r...	cex	train	single	NUR	NUR_86	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	35357	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	47961	5	de
[ { "content": "You extract reference metadata.", "role": "system" }, { "content": "Find all bibliographic references and structure them as JSON with authors, titles, publication details.\n\n### Input Text:\nWittgenstein, Ludwig (2009 [1953]). Philosophical investigations. London: Blackwell.", "ro...	excite	train	single	null	34008	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	single	MUL	MUL_79	1	en
[ { "content": "You extract reference metadata.", "role": "system" }, { "content": "Find all bibliographic references and structure them as JSON with authors, titles, publication details.\n\n### Input Text:\n\"Wirtschaftskammer Sloweniens (1991, 1992): Informationsmaterial. Ljubljana.\"\nLuescher, Kur...	excite	train	group	null	48511	4	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	group	COM_SCI	COM-SCI_25	8	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	group	null	31474	2	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	18189	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	2713	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	53781	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	2713	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	27482	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	linkedbook	train	single	null	null	1	IT
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	118633	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	20291	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	single	ENV-SCI	ENV-SCI_54	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	IT
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	18189	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	NUR	NUR_86	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	34008	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	single	AGR-BIO-SCI	AGR-BIO-SCI_1	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	group	PHY-AST	PHY-AST_95	2	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	linkedbook	train	single	null	null	1	IT
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	20291	1	en
[ { "content": "You extract reference metadata.", "role": "system" }, { "content": "Find all bibliographic references and structure them as JSON with authors, titles, publication details.\n\n### Input Text:\nRaphael, Lutz (2001), »Radikales Ordnungsdenken und die Organisation totalitärer Herrschaft. W...	excite	train	single	null	118633	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	11413	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	group	null	4004	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	32415	1	de
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: Wang, Zhengxu (2006): Explaining Regime Strength in China, in: China. An International Journal 4, 2, (Sep.), S. 217-237.", "role": "user" }, { "content": "{\"references\": [{\"reference\": ...	excite	train	single	null	27667	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	group	ENV-SCI	ENV-SCI_54	5	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	118633	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	single	CHE-ENG	CHE-ENG_18	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	group	COM_SCI	COM-SCI_25	2	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	35357	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	linkedbook	train	single	null	null	1	IT
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	group	null	35357	6	de
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	34912	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	30799	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	53281	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	group	null	32567	4	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	36820	5	de
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: 1910 Gobbi U., Un disegno di legge per le imprese d ’ assicurazione sulla vita, Milano.", "role": "user" }, { "content": "{\"references\": [{\"reference\": {\"authors\": [{\"first_name\": \...	linkedbook	train	single	null	null	1	IT
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	NUR	NUR_86	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	ENE	ENE_45	1	en
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: M Nussbaum. Upheavals of thought. 2001", "role": "user" }, { "content": "{\"references\": [{\"reference\": {\"authors\": [{\"first_name\": \"M\", \"middle_name\": \"\", \"surname\": \"Nussb...	cex	train	group	VET	z_notes_test_3	1	en
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: Deutscher Bundestag (2001): Elfter Bericht zur Entwicklungspolitik der Bundesregierung Drucksache 14/6496.\n\"Schönbach, Klaus (1995): Der Beitrag der Medien zu Europa. Rezeption und Wirkung, in: Erbri...	excite	train	group	null	35357	2	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	31924	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	EN
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	group	null	9937	7	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	5675	9	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	48150	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	46228	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	38465	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	IT
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	35357	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	EAR-PLA-SCI	EAR-PLA-SCI_37	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	ES
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	37955	8	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	45544	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	single	null	39222	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	19733	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	group	DEN	DEN_36	5	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	39222	9	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	group	SOC-SCI	SOC-SCI_102	9	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	34522	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	118633	1	de
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	group	NEU	NEU_81	4	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	37955	9	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	group	MED	MED_76	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	linkedbook	train	single	null	null	1	IT
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	single	ENV-SCI	ENV-SCI_54	1	en
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	cex	train	group	SOC-SCI	SOC-SCI_102	4	en
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: Markus K Brunnermeier, Jonathan A Parker. Optimal Expectations. American Economic Review. 2005. Vol. 95", "role": "user" }, { "content": "{\"references\": [{\"reference\": {\"authors\": [{\...	cex	train	single	ECO-ECO-FIN	ECO-ECO-FIN_41	1	en
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	excite	train	single	null	39222	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	cex	train	group	NEU	NEU_81	2	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	29413	7	de
[ { "content": "You parse reference lists into structured data.", "role": "system" }, { "content": "Task: Identify all complete references below and return JSON.\nExpected output structure:\n- references: array of reference objects\n- Each reference contains: authors (with name parts), full_title, jou...	excite	train	single	null	34869	1	de
[ { "content": "Extract bibliographic references into JSON. Output valid JSON only.", "role": "system" }, { "content": "Convert these references to JSON with fields: authors (first_name, middle_name, surname), full_title, journal_title, volume, issue, pages, publication_date, publisher.\n\n### Input T...	cex	train	single	BIO-GEN-MOL	BIO-GEN-MOL_11	1	en
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	linkedbook	train	single	null	null	1	IT
[ { "content": "You are a bibliographic reference parser.", "role": "system" }, { "content": "Input: In: Flick, U./Kardorff, E. v./Steinke, I. (Hg.): Qualitative Forschung. Reinbek: Rowohlt, 456-467", "role": "user" }, { "content": "{\"references\": [{\"reference\": {\"authors\": [], \"ful...	excite	train	single	null	5675	1	de
[ { "content": "You are a bibliographic reference parser. Extract full reference entries and output structured JSON. Use empty values for missing fields.", "role": "system" }, { "content": "Parse all references from the text below into JSON format:\n\n{\n\"references\": [\n {\n \"reference\": {\n ...	excite	train	group	null	46228	4	en

End of preview. Expand in Data Studio

Reference Parsing Finetuning Dataset

A fine-tuning dataset for bibliographic reference extraction and parsing, combining LinkedBooks, CEX, and EXCITE datasets into conversation-style examples for LLM SFT.

Dataset Description

This dataset teaches models to extract and parse bibliographic references from text into structured JSON format. Examples follow a conversational format with system/user/assistant messages, using various prompt variants for diversity.

Data Sources:

LinkedBooks: Multi-language reference strings with structured metadata
CEX: English academic papers with TEI XML parsed references
EXCITE: Multi-language academic papers with parsed references

Data Fields

Field	Type	Description
`messages`	list	Conversation messages with `role` (system/user/assistant) and `content`
`source`	string	Data source: `linkedbook`, `cex`, or `excite`
`split`	string	Dataset split: `train` or `valid`
`mode`	string	Example type: `single` (1 reference) or `group` (multiple references)
`language`	string	Language code (e.g., `en`, `de`, `fr`)
`ref_count`	int	Number of references in the example
`file_id`	string\|null	Source document ID (for CEX/EXCITE)
`category`	string\|null	Document category (for CEX)

Splits

Split	Examples	Description
`train`	~1,708	Main training data
`valid`	~115	Validation set

Distribution:

~70% single-reference examples, ~30% multi-reference groups
~10-15% LinkedBook, ~30-35% CEX, ~50-55% EXCITE

Data Creation and Processing

Data Loading: Loads references from LinkedBooks (Training and Validation JSONL), CEX (JSON + TEI XML), and EXCITE (JSON + XML)
Validation: Filters invalid references (missing titles/authors, unparsed authors, mismatched counts)
Sampling: Stratified sampling by category/class (30% train rate for CEX/EXCITE)
Grouping: Groups references into batches (3-20 refs per group with weighted probabilities)
Prompt Variants: Applies 5 prompt variants with weighted distribution (40% detailed, 25% minimal, 25% task-based, 5% ultra-minimal, 5% no prompt)
Format Conversion: Converts to conversation-style format with structured JSON output

Credits

The dataset is being developed by Yurui Zhu (Odoma). This work is carried out in the context of the EU-funded GRAPHIA project (grant ID: 101188018).

Downloads last month: 12

Size of downloaded dataset files:

887 kB

Size of the auto-converted Parquet files:

887 kB

Number of rows:

1,823

Models trained or fine-tuned on odoma/reference-parsing-finetuning

odoma/Qwen3-VL-8B-LoRA-ref-parsing

Text Generation • Updated Jan 23 • 1

odoma/Mistral-Small-3.2-24B-LoRA-ref-parsing

Text Generation • 24B • Updated Jan 23