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