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Papers
Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction
EMNLP 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement
ACL 2024
CNER: Concept and Named Entity Recognition
NAACL 2024
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction
COLING 2024
Consistent Document-level Relation Extraction via Counterfactuals
EMNLP 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
NeurIPS 2024
Continual Relation Extraction via Sequential Multi-Task Learning
AAAI 2024
Creating a Typology of Places to Annotate Holocaust Testimonies Through Machine Learning
COLING 2024
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective
EMNLP 2024
CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature
ACL 2024
Dataset of Quotation Attribution in German News Articles
COLING 2024
Detecting Gender Discrimination on Actor Level Using Linguistic Discourse Analysis
ACL 2024
Development of a Benchmark Corpus for Medical Device Adverse Event Detection
COLING 2024
DocFormerv2: Local Features for Document Understanding
AAAI 2024
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information
ACL 2024
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
EMNLP 2024
EDM3: Event Detection as Multi-task Text Generation
NAACL 2024
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards
EMNLP 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
NeurIPS 2024
EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction
COLING 2024
Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference and Astrophysical Relationship Annotations
COLING 2024
ESG Accountability Made Easy: DocQA at Your Service
AAAI 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases
EMNLP 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction
COLING 2024
Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts
EMNLP 2024