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Classification

15289 directly classified papers

Papers per year

Papers

Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025
Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025
Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025
Towards Explainable Hate Speech Detection ACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025
Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025
A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish ACL 2025
Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models ACL 2025
IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification ACL 2025