Ep. 251 - June 1, 2024

ArXiv NLP research for Saturday, June 01, 2024. 00:19: Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning 01:41: CASE: Curricular Data Pre-training for Building Generative and Discriminative Assistive Psychology Expert Models 03:25: Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios 05:03: RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis 07:09: The Best of Both Worlds: Toward an Honest and Helpful Large Language Model 09:02: Gender Bias Detection in Court Decisions: A Brazilian Case Study 10:41: Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization 11:54: A Survey on Large Language Models for Code Generation 13:43: Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming 14:46: SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing 15:43: LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models 17:24: LLMs Could Autonomously Learn Without External Supervision