Natural Language Processing

Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024 Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models EMNLP 2024 Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction EMNLP 2024 Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024 Classist Tools: Social Class Correlates with Performance in NLP ACL 2024 CLAUSE-ATLAS: A Corpus of Narrative Information to Scale up Computational Literary Analysis COLING 2024 CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses NeurIPS 2024 CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset COLING 2024 Cleaner Pretraining Corpus Curation with Neural Web Scraping ACL 2024 CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models NAACL 2024 Clearer Governmental Communication: Text Simplification with ChatGPT Evaluated by Quantitative and Qualitative Research COLING 2024 Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024 CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024 CLEX: Continuous Length Extrapolation for Large Language Models ICLR 2024 CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024 CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024 CLIcK: A Benchmark Dataset of Cultural and Linguistic Intelligence in Korean COLING 2024 CLID: Controlled-Length Image Descriptions With Limited Data WACV 2024 CLIMATELI: Evaluating Entity Linking on Climate Change Data ACL 2024 Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024 CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024 ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes NAACL 2024 ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024 CliniRes: Publicly Available Mapping of Clinical Lexical Resources COLING 2024