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Classification

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Papers

Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024
On the Generalization of Training-based ChatGPT Detection Methods EMNLP 2024
CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules EMNLP 2024
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs EMNLP 2024
PEDANTS: Cheap but Effective and Interpretable Answer Equivalence EMNLP 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024
Mental Disorder Classification via Temporal Representation of Text EMNLP 2024
Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024
Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024
Predicting generalization performance with correctness discriminators EMNLP 2024
When the Misidentified Adverbial Phrase Functions as a Complement EMNLP 2024
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation EMNLP 2024
HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid EMNLP 2024
Tab2Text - A framework for deep learning with tabular data EMNLP 2024
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression EMNLP 2024
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024
EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024
Dual Process Masking for Dialogue Act Recognition EMNLP 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
Who Wrote When? Author Diarization in Social Media Discussions EMNLP 2024