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Semantic Role Labeling
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Semantic role labeling aims to model the predicate-argument structure of a sentence and is often described as answering "Who did what to whom". BIO notation is typically used for semantic role labeling.
Example:
| Housing | starts | are | expected | to | quicken | a | bit | from | August’s | pace |
|---|---|---|---|---|---|---|---|---|---|---|
| B-ARG1 | I-ARG1 | O | O | O | V | B-ARG2 | I-ARG2 | B-ARG3 | I-ARG3 | I-ARG3 |
논문
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FRASE: Structured Representations for Generalizable SPARQL Query Generation
Active Data Sampling and Generation for Bias Remediation
Semantic Role Labeling: A Systematical Survey
Semantic Role Labeling of NomBank Partitives
When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context
Unlocking Korean Verbs: A User-Friendly Exploration into the Verb Lexicon
A New Method for Cross-Lingual-based Semantic Role Labeling
VrdONE: One-stage Video Visual Relation Detection
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection
Annotating FrameNet via Structure-Conditioned Language Generation
An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
Extracting Entities of Interest from Comparative Product Reviews
Augmenting Transformers with Recursively Composed Multi-grained Representations
Speaker attribution in German parliamentary debates with QLoRA-adapted large language models
CVE-driven Attack Technique Prediction with Semantic Information Extraction and a Domain-specific Language Model
Is Argument Structure of Learner Chinese Understandable: A Corpus-Based Analysis
Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling
Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling Model
Discovering collective narratives shifts in online discussions
Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities
Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches
Persian Semantic Role Labeling Using Transfer Learning and BERT-Based Models
Pushing the Limits of ChatGPT on NLP Tasks
Semantic Role Labeling Guided Out-of-distribution Detection
Learning Semantic Role Labeling from Compatible Label Sequences
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization
Evaluating Factual Consistency of Texts with Semantic Role Labeling
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models
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