Natural Language Processing

From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets NAACL 2024 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization COLING 2024 From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024 From Nile Sands to Digital Hands: Machine Translation of Coptic Texts ACL 2024 From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models ACL 2024 From Partial to Strictly Incremental Constituent Parsing EACL 2024 From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations IJCAI 2024 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues EMNLP 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024 From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024 From Role-Play to Drama-Interaction: An LLM Solution ACL 2024 From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ICML 2024 From ‘Showgirls’ to ‘Performers’: Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs ACL 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 2024 From Technology to Market. Bilingual Corpus on the Evaluation of Technology Opportunity Discovery COLING 2024 From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024