Pramov et al., 2025 - Google Patents
DS@ GT at CheckThat! 2025: a simple retrieval-first, LLM-backed framework for claim normalizationPramov et al., 2025
View PDF- Document ID
- 3773968128255203057
- Author
- Pramov A
- Ma J
- Patel B
- Publication year
- Publication venue
- arXiv preprint arXiv:2508.17402
External Links
Snippet
Claim normalization is an integral part of any automatic fact-check verification system. It parses the typically noisy claim data, such as social media posts into normalized claims, which are then fed into downstream veracity classification tasks. The CheckThat! 2025 Task …
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F17/30634—Querying
- G06F17/30657—Query processing
- G06F17/30675—Query execution
- G06F17/30684—Query execution using natural language analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F17/30634—Querying
- G06F17/30657—Query processing
- G06F17/3066—Query translation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/27—Automatic analysis, e.g. parsing
- G06F17/2705—Parsing
- G06F17/271—Syntactic parsing, e.g. based on context-free grammar [CFG], unification grammars
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/27—Automatic analysis, e.g. parsing
- G06F17/2765—Recognition
- G06F17/277—Lexical analysis, e.g. tokenisation, collocates
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/28—Processing or translating of natural language
- G06F17/2809—Data driven translation
- G06F17/2827—Example based machine translation; Alignment
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/27—Automatic analysis, e.g. parsing
- G06F17/2785—Semantic analysis
- G06F17/279—Discourse representation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/27—Automatic analysis, e.g. parsing
- G06F17/274—Grammatical analysis; Style critique
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/27—Automatic analysis, e.g. parsing
- G06F17/2795—Thesaurus; Synonyms
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
- G06F17/30386—Retrieval requests
- G06F17/30424—Query processing
- G06F17/30427—Query translation
- G06F17/3043—Translation of natural language queries to structured queries
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/20—Handling natural language data
- G06F17/21—Text processing
- G06F17/22—Manipulating or registering by use of codes, e.g. in sequence of text characters
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30908—Information retrieval; Database structures therefor; File system structures therefor of semistructured data, the undelying structure being taken into account, e.g. mark-up language structure data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30861—Retrieval from the Internet, e.g. browsers
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Saggion et al. | Automatic text simplification | |
Ermakova et al. | A survey on evaluation of summarization methods | |
Bojar et al. | Findings of the 2016 conference on machine translation (wmt16) | |
Madnani et al. | Generating phrasal and sentential paraphrases: A survey of data-driven methods | |
Jiang et al. | CRCTOL: A semantic‐based domain ontology learning system | |
US6658377B1 (en) | Method and system for text analysis based on the tagging, processing, and/or reformatting of the input text | |
Dell'Orletta | Assessing the readability of sentences: which corpora and features? | |
Kalyanpur et al. | Fact-based question decomposition in DeepQA | |
Rinaldi et al. | Ontogene in biocreative ii. 5 | |
Zad et al. | Hell hath no fury? correcting bias in the nrc emotion lexicon | |
Tratz et al. | Summarization Evaluation Using Transformed Basic Elements. | |
Abidin et al. | Text stemming and lemmatization of regional languages in Indonesia: a systematic literature review | |
Hollenstein et al. | Inconsistency detection in semantic annotation | |
Zhao et al. | QBSUM: A large-scale query-based document summarization dataset from real-world applications | |
Chang et al. | A comparison of named-entity disambiguation and word sense disambiguation | |
Pinter et al. | Syntactic parsing of web queries with question intent | |
Bulté et al. | Automating lexical simplification in Dutch | |
Puşcaşu | WVALI: Temporal relation identification by syntactico-semantic analysis | |
Vechtomova et al. | A domain-independent approach to finding related entities | |
Sasaki et al. | Overview of the NTCIR-6 Cross-Lingual Question Answering (CLQA) Task. | |
Bakagianni et al. | Towards systematic monolingual nlp surveys: Gena of greek nlp | |
Pramov et al. | DS@ GT at CheckThat! 2025: a simple retrieval-first, LLM-backed framework for claim normalization | |
Bhaskar et al. | A hybrid question answering system for Multiple Choice Question (MCQ) | |
Tanaka et al. | Acquiring and generalizing causal inference rules from deverbal noun constructions | |
Wold et al. | Estimating Lexical Complexity from Document-Level Distributions |