Natural Language Processing

From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP EMNLP 2024 From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations IJCAI 2024 Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024 Gazelle: An Instruction Dataset for Arabic Writing Assistance EMNLP 2024 General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024 Generalizable Symbolic Optimizer Learning ECCV 2024 Generating Media Background Checks for Automated Source Critical Reasoning EMNLP 2024 Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024 Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases EMNLP 2024 Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification EMNLP 2024 Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024 Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues AAAI 2024 Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm ACL 2024 HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024 Hate Personified: Investigating the role of LLMs in content moderation EMNLP 2024 Having Beer after Prayer? Measuring Cultural Bias in Large Language Models ACL 2024 HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024 How Entangled is Factuality and Deception in German? EMNLP 2024 How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024 Human-Centered Evaluation of Language Technologies EMNLP 2024 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024 I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining EMNLP 2024 Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024 Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024