Cover Image

Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Schiller, Benjamin, Daxenberger, Johannes, Waldis, Andreas, Gurevych, Iryna
Format:	Preprint
Published:	2022
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization
by: Waldis, Andreas, et al.
Published: (2024)

Overview of PerpectiveArg2024: The First Shared Task on Perspective Argument Retrieval
by: Falk, Neele, et al.
Published: (2024)

How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study
by: Waldis, Andreas, et al.
Published: (2023)

The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification
by: Waldis, Andreas, et al.
Published: (2024)

Aligned Probing: Relating Toxic Behavior and Model Internals
by: Waldis, Andreas, et al.
Published: (2025)

Holmes: A Benchmark to Assess the Linguistic Competence of Language Models
by: Waldis, Andreas, et al.
Published: (2024)

Argument Summarization and its Evaluation in the Era of Large Language Models
by: Altemeyer, Moritz, et al.
Published: (2025)

Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision
by: Ruan, Qian, et al.
Published: (2024)

M4FC: a Multimodal, Multilingual, Multicultural, Multitask Real-World Fact-Checking Dataset
by: Geng, Jiahui, et al.
Published: (2025)

Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework
by: Dycke, Nils, et al.
Published: (2025)

Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification
by: Bates, Luke, et al.
Published: (2023)

Citation Failure: Definition, Analysis and Efficient Mitigation
by: Buchmann, Jan, et al.
Published: (2025)

Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency
by: Smith, Matthew L., et al.
Published: (2026)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2024)

TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries
by: Lv, Jinze, et al.
Published: (2025)

Improving Neural Argumentative Stance Classification in Controversial Topics with Emotion-Lexicon Features
by: Abkenar, Mohammad Yeghaneh, et al.
Published: (2026)

PeerQA: A Scientific Question Answering Dataset from Peer Reviews
by: Baumgärtner, Tim, et al.
Published: (2025)

Analyzing Dataset Annotation Quality Management in the Wild
by: Klie, Jan-Christoph, et al.
Published: (2023)

ConspirED: A Dataset for Cognitive Traits of Conspiracy Theories and Large Language Model Safety
by: Bates, Luke, et al.
Published: (2025)

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
by: Liu, Chen Cecilia, et al.
Published: (2023)

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
by: Ding, Jiale, et al.
Published: (2025)

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
by: Baumgärtner, Tim, et al.
Published: (2026)

Multilingual Topic Classification in X: Dataset and Analysis
by: Antypas, Dimosthenis, et al.
Published: (2024)

A Pipeline to Assess Merging Methods via Behavior and Internals
by: Sigrist, Yutaro, et al.
Published: (2025)

OleSpeech-IV: A Large-Scale Multispeaker and Multilingual Conversational Speech Dataset with Diverse Topics
by: Chu, Wei, et al.
Published: (2025)

Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates
by: Chenene, Mohamed, et al.
Published: (2025)

Taking a SEAT: Predicting Value Interpretations from Sentiment, Emotion, Argument, and Topic Annotations
by: Dobrinoiu, Adina Nicola, et al.
Published: (2025)

Topic Modeling with Fine-tuning LLMs and Bag of Sentences
by: Schneider, Johannes
Published: (2024)

LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
by: Purkayastha, Sukannya, et al.
Published: (2025)

Topic-Conversation Relevance (TCR) Dataset and Benchmarks
by: Fan, Yaran, et al.
Published: (2024)

Commitment Checklist: Auditing Author Commitments in Peer Review
by: Chen, Chung-Chi, et al.
Published: (2026)

Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods
by: Passali, Tatiana, et al.
Published: (2022)

TopicGPT: A Prompt-based Topic Modeling Framework
by: Pham, Chau Minh, et al.
Published: (2023)

Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification
by: Sawatphol, Jitkapat, et al.
Published: (2024)

Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
by: Zhang, Delvin Ce, et al.
Published: (2025)

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
by: Nguyen, Tien Phat, et al.
Published: (2025)

Identifying Aspects in Peer Reviews
by: Lu, Sheng, et al.
Published: (2025)

Robust Utility-Preserving Text Anonymization Based on Large Language Models
by: Yang, Tianyu, et al.
Published: (2024)

Token Weighting for Long-Range Language Modeling
by: Helm, Falko, et al.
Published: (2025)

COVE: COntext and VEracity prediction for out-of-context images
by: Tonglet, Jonathan, et al.
Published: (2025)