Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials
Fuente:
arXiv
Saved in:
| Main Authors: | Nolano, Gennaro, Blum, Moritz, Ell, Basil, Cimiano, Philipp |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets
by: Blum, Moritz, et al.
Published: (2024)
by: Blum, Moritz, et al.
Published: (2024)
Do Metrics for Counterfactual Explanations Align with User Perception?
by: Liedeker, Felix, et al.
Published: (2026)
by: Liedeker, Felix, et al.
Published: (2026)
A Factorized Probabilistic Model of the Semantics of Vague Temporal Adverbials Relative to Different Event Types
by: Kenneweg, Svenja, et al.
Published: (2025)
by: Kenneweg, Svenja, et al.
Published: (2025)
Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives!
by: Heinisch, Philipp, et al.
Published: (2023)
by: Heinisch, Philipp, et al.
Published: (2023)
Graph Pattern-based Association Rules Evaluated Under No-repeated-anything Semantics in the Graph Transactional Setting
by: Ell, Basil
Published: (2025)
by: Ell, Basil
Published: (2025)
From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis
by: Plenz, Moritz, et al.
Published: (2025)
by: Plenz, Moritz, et al.
Published: (2025)
The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics
by: Orlikowski, Matthias, et al.
Published: (2023)
by: Orlikowski, Matthias, et al.
Published: (2023)
Argument Summarization and its Evaluation in the Era of Large Language Models
by: Altemeyer, Moritz, et al.
Published: (2025)
by: Altemeyer, Moritz, et al.
Published: (2025)
TRAVELER: A Benchmark for Evaluating Temporal Reasoning across Vague, Implicit and Explicit References
by: Kenneweg, Svenja, et al.
Published: (2025)
by: Kenneweg, Svenja, et al.
Published: (2025)
CompoST: A Benchmark for Analyzing the Ability of LLMs To Compositionally Interpret Questions in a QALD Setting
by: Schmidt, David Maria, et al.
Published: (2025)
by: Schmidt, David Maria, et al.
Published: (2025)
Modeling the Quality of Dialogical Explanations
by: Alshomary, Milad, et al.
Published: (2024)
by: Alshomary, Milad, et al.
Published: (2024)
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
by: Ye, Zhen, et al.
Published: (2024)
by: Ye, Zhen, et al.
Published: (2024)
Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions
by: Fleisig, Eve, et al.
Published: (2025)
by: Fleisig, Eve, et al.
Published: (2025)
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
by: Mishra, Venkatesh, et al.
Published: (2025)
by: Mishra, Venkatesh, et al.
Published: (2025)
Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System
by: Schmidt, David Maria, et al.
Published: (2024)
by: Schmidt, David Maria, et al.
Published: (2024)
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions
by: Orlikowski, Matthias, et al.
Published: (2025)
by: Orlikowski, Matthias, et al.
Published: (2025)
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction
by: Hei, Lei, et al.
Published: (2025)
by: Hei, Lei, et al.
Published: (2025)
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation
by: Gong, Jiaying, et al.
Published: (2021)
by: Gong, Jiaying, et al.
Published: (2021)
Exploring Contextual Flux in Large Language Models: A Novel Approach to Self-Modulating Semantic Networks
by: Evidail, Henry, et al.
Published: (2025)
by: Evidail, Henry, et al.
Published: (2025)
Relation Extraction Using Large Language Models: A Case Study on Acupuncture Point Locations
by: Li, Yiming, et al.
Published: (2024)
by: Li, Yiming, et al.
Published: (2024)
Exploring ReAct Prompting for Task-Oriented Dialogue: Insights and Shortcomings
by: Elizabeth, Michelle, et al.
Published: (2024)
by: Elizabeth, Michelle, et al.
Published: (2024)
Autoscoring Anticlimax: A Meta-analytic Understanding of AI's Short-answer Shortcomings and Wording Weaknesses
by: Hardy, Michael
Published: (2026)
by: Hardy, Michael
Published: (2026)
Distantly Supervised Morpho-Syntactic Model for Relation Extraction
by: Gutehrlé, Nicolas, et al.
Published: (2024)
by: Gutehrlé, Nicolas, et al.
Published: (2024)
Post-Training Language Models for Continual Relation Extraction
by: Efeoglu, Sefika, et al.
Published: (2025)
by: Efeoglu, Sefika, et al.
Published: (2025)
Revisiting Relation Extraction in the era of Large Language Models
by: Wadhwa, Somin, et al.
Published: (2023)
by: Wadhwa, Somin, et al.
Published: (2023)
Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction
by: Hu, Yutong, et al.
Published: (2024)
by: Hu, Yutong, et al.
Published: (2024)
Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problem
by: Court, Sara, et al.
Published: (2024)
by: Court, Sara, et al.
Published: (2024)
A Bi-consolidating Model for Joint Relational Triple Extraction
by: Luo, Xiaocheng, et al.
Published: (2024)
by: Luo, Xiaocheng, et al.
Published: (2024)
GCRE-GPT: A Generative Model for Comparative Relation Extraction
by: Wang, Yequan, et al.
Published: (2023)
by: Wang, Yequan, et al.
Published: (2023)
AREG: Adversarial Resource Extraction Game for Evaluating Persuasion and Resistance in Large Language Models
by: Sakhawat, Adib, et al.
Published: (2026)
by: Sakhawat, Adib, et al.
Published: (2026)
Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction
by: Chakma, Aunabil, et al.
Published: (2026)
by: Chakma, Aunabil, et al.
Published: (2026)
Automatic Extraction of Relationships among Motivations, Emotions and Actions from Natural Language Texts
by: Yang, Fei
Published: (2024)
by: Yang, Fei
Published: (2024)
LLM with Relation Classifier for Document-Level Relation Extraction
by: Li, Xingzuo, et al.
Published: (2024)
by: Li, Xingzuo, et al.
Published: (2024)
The Joint Entity-Relation Extraction Model Based on Span and Interactive Fusion Representation for Chinese Medical Texts with Complex Semantics
by: Feng, Danni, et al.
Published: (2025)
by: Feng, Danni, et al.
Published: (2025)
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning
by: Borchert, Philipp, et al.
Published: (2024)
by: Borchert, Philipp, et al.
Published: (2024)
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models
by: Lu, Yi-Fan, et al.
Published: (2024)
by: Lu, Yi-Fan, et al.
Published: (2024)
Enhancing Biomedical Relation Extraction with Directionality
by: Lai, Po-Ting, et al.
Published: (2025)
by: Lai, Po-Ting, et al.
Published: (2025)
A Study on Building Efficient Zero-Shot Relation Extraction Models
by: Thomas, Hugo, et al.
Published: (2026)
by: Thomas, Hugo, et al.
Published: (2026)
Generating Diverse Training Samples for Relation Extraction with Large Language Models
by: Li, Zexuan, et al.
Published: (2025)
by: Li, Zexuan, et al.
Published: (2025)
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction
by: Sänger, Mario, et al.
Published: (2025)
by: Sänger, Mario, et al.
Published: (2025)
Similar Items
-
Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets
by: Blum, Moritz, et al.
Published: (2024) -
Do Metrics for Counterfactual Explanations Align with User Perception?
by: Liedeker, Felix, et al.
Published: (2026) -
A Factorized Probabilistic Model of the Semantics of Vague Temporal Adverbials Relative to Different Event Types
by: Kenneweg, Svenja, et al.
Published: (2025) -
Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives!
by: Heinisch, Philipp, et al.
Published: (2023) -
Graph Pattern-based Association Rules Evaluated Under No-repeated-anything Semantics in the Graph Transactional Setting
by: Ell, Basil
Published: (2025)