Papers Entity Linking
“Entity Linking” 태그가 달린 논문 792편 · 필터 해제
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Multimodal entity linking grounds entity mentions in text and images to knowledge-base entries. These systems degrade on rare entities, but prior work measures rarity primarily through popularity-based metrics such as pa…
Entity LinkingQuery-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation
GNN-based Knowledge Graph Question Answering (KGQA) pipelines process queries through four discrete stages: entity linking, subgraph retrieval, GNN reasoning, and answer generation. Standard robustness evaluations confla…
Graph Question AnsweringAnswer GenerationEntity LinkingPer-Entity Bias Mapping for AI Visibility: Why Brand Mentions Require Entity-Specific Calibration
AI-mediated answer systems increasingly determine how brands and organizations are represented to users. Existing approaches reduce visibility to mention rate or citation frequency. This paper argues that aggregate metri…
Knowledge GraphsEntity LinkingTACO: Task-Aware Column Description Generation Using LLMs
Generating accurate and informative column descriptions (e.g. "membership status of customers" for the column name "cust_mem") is essential for a wide range of downstream NLP tasks on tabular data, including NL2SQL, tabl…
Question AnsweringEntity LinkingFrom Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability
Linking FDA-approved medical devices to their underlying United States Patent and Trademark Office (USPTO) patents enables critical applications such as recall root-cause analysis, M&A-driven IP discovery, and technology…
Semantic SimilarityEntity LinkingWhat's the Point? Spatial Grammar & Index Resolution for Sign Language Processing
Sign language models are predominantly trained with gloss-sequence or text supervision, thereby under-modeling non-lexical and productive constructions. One comparatively tractable instance is spatial indexing: pointing …
Sign Language RecognitionEntity LinkingLELA: An End-to-end LLM-based Entity Linking Framework with Zero-shot Domain Adaptation
Entity linking is a key component of many downstream NLP systems, yet existing approaches are often tied to the specific target knowledge bases and domains, limiting their real world application. In this paper, we extend…
Entity DisambiguationDomain AdaptationEntity LinkingBeLink: Biomedical Entity Linking Meets Generative Re-Ranking
Despite recent progress, Biomedical Entity Linking (BEL) with large language models (LLMs) remains computationally inefficient and challenging to deploy in practical settings. In this work, we demonstrate that instructio…
Entity LinkingLLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets
Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remains challenging due to linguistic complexity and limited resources. We present an Arabic NLP framework for large-scale …
Sentiment AnalysisEntity LinkingWhat Do Biomedical NER and Entity Linking Benchmarks Measure? A Corpus-Centric Diagnostic Framework
Biomedical named entity recognition (NER) and entity linking (EL) strongly depend on annotated corpora, but the utility of these resources for benchmarking is often assumed rather than characterized. We present a corpus-…
Entity LinkingLongBEL: Long-Context and Document-Consistent Biomedical Entity Linking
Biomedical entity linking maps textual mentions to concepts in structured knowledge bases such as UMLS or SNOMED CT. Most existing systems link each mention independently, using only the mention or its surrounding senten…
Entity LinkingIRC-Bench: Recognizing Entities from Contextual Cues in First-Person Reminiscences
When people recount personal memories, they often refer to people, places, and events indirectly, relying on con-textual cues rather than explicit names. Such implicit references are central to reminiscence narratives: f…
Coreference ResolutionEntity LinkingMulti-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking
Multimodal Entity Linking (MEL) is a fundamental task in data management that maps ambiguous mentions with diverse modalities to the multimodal entities in a knowledge base. However, most existing MEL approaches primaril…
Graph Neural NetworkEntity LinkingBioELX: Cross-lingual Biomedical Entity Linking via Alias-based Retrieval and LLM Ranking
Cross-lingual biomedical entity linking (BEL) maps mentions in any language to unique identifiers in a biomedical knowledge base (KB), supporting clinical and biomedical NLP applications. However, expert-annotated traini…
Entity LinkingTeam Fusion@ SU@ BC8 SympTEMIST track: transformer-based approach for symptom recognition and linking
This paper presents a transformer-based approach to solving the SympTEMIST named entity recognition (NER) and entity linking (EL) tasks. For NER, we fine-tune a RoBERTa-based (1) token-level classifier with BiLSTM and CR…
Entity LinkingCADEL: A Corpus of Administrative Web Documents for Japanese Entity Linking
Entity linking is the task of associating linguistic expressions with entries in a knowledge base that represent real-world entities and concepts. Language resources for this task have primarily been developed for Englis…
Entity DisambiguationEntity LinkingTranscription and Recognition of Italian Parliamentary Speeches Using Vision-Language Models
Parliamentary proceedings represent a rich yet challenging resource for computational analysis, particularly when preserved only as scanned historical documents. Existing efforts to transcribe Italian parliamentary speec…
Speaker IdentificationSemantic SegmentationEntity LinkingBeyond Fine-Tuning: Robust Food Entity Linking under Ontology Drift with FoodOntoRAG
Standardizing food terms from product labels and menus into ontology concepts is a prerequisite for trustworthy dietary assessment and safety reporting. The dominant approach to Named Entity Linking (NEL) in the food and…
Entity LinkingA Dataset for Named Entity Recognition and Relation Extraction from Art-historical Image Descriptions
This paper introduces FRAME (Fine-grained Recognition of Art-historical Metadata and Entities), a manually annotated dataset of art-historical image descriptions for Named Entity Recognition (NER) and Relation Extraction…
Relation ExtractionEntity LinkingThe Million-Label NER: Breaking Scale Barriers with GLiNER bi-encoder
This paper introduces GLiNER-bi-Encoder, a novel architecture for Named Entity Recognition (NER) that harmonizes zero-shot flexibility with industrial-scale efficiency. While the original GLiNER framework offers strong g…
Entity Linking