Natural Language Processing and Information Systems, Kartoniert / Broschiert

Klappentext

.- Short papers (Main Track).

.- Exploration of Rationale-Extraction Methods for Closed-Domain Question Answering with a New Sentence-Level Rationale Dataset.

.- Hybrid-SET: Few-shot Example Selection Combining Sentence Similarity and Set Coverage - A Case Study on Material Science Domain.

.- Efficiently Summarizing Norwegian Legal Texts.

.- FairNM: Fairness in Name Matching.

.- Is a Similar Task Useful for Few-Shot Selection? Aspect Term Extraction Using LLM.

.- IRIS: Rapid Curation Framework for Iterative Improvement of Noisy Named Entity Annotations.

.- Fusion-in-LLM: A Parallel Approach to Improve Retrieval-Augmented Generation for Quiz-Based Question Answering.

.- Unveiling Emotional Signature in Conspiracy Topics on Social Media through Vector Analysis.

.- LLM-Supervised Multilingual Skill Extraction and Classification from Job Ads.

.- Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach.

.- Explainable AI for NLP: Enhancing Transparency in Sentiment Analysis and Named Entity Recognition.

.- Utilization of SLMs as Generator in RAG.

.- Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case Study.

.- Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications.

.- EcoRAG: A Multi-Hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge Graphs.

.- Short papers (Industry Track).

.- Should Embedding-Based News Recommendation Be Revisited? A Focus on the Differences Between News Publishers and Aggregators.

.- A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification.

.- Testing Procedure Generation based on Testing requirements for Automotive Components with LLM fine-tuning.

.- OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model.

.- Demo papers.

.- ESG-Consultant: Developing of an ESG Compliance Consulting Tool for Companies Using RAG.

.- CaLuX: A Catalyst and Lubricant Properties Extraction System for Domain Experts.