| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Neural information processing/ edited by Mufti Mahmud ... [et al.]. |
| Reminder of title: |
31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2-6, 2024 : proceedings. |
| remainder title: |
ICONIP 2024 |
| other author: |
Mahmud, Mufti. |
| corporate name: |
ICONIP (Conference) |
| Published: |
Singapore :Springer Nature Singapore : : 2025., |
| Description: |
xxxiii, 420 p. :ill. (some col.), digital ;24 cm. |
| [NT 15003449]: |
Evaluating Large Language Models for Depression Detection in Text: A Comparative Analysis -- A Self-Sampling Data Augmentation Method for Low-Resource Neural Machine Translation -- RLKGE: Trustworthiness Measurement for Knowledge Graph Triples based on Reinforcement Learning -- Improving Empathetic Dialogue Generation via Response Attention Guidance -- Advanced Stock Market Forecasting Using Synergic of Sentiment Analysis and Association Rule Mining -- Exploit the Emotional Dynamics for Better Conversational Emotion Recognition -- Knowledge Enhanced Sentence-Level Fine-grained Relation Extraction via Multi-Agent Collaborative Generation -- Multi-view Adaptive Fusion Model for Multimodal Fake News Detection -- A Hybrid Prompt Method for Few-shot Named Entity Recognition -- GDBT: A Joint Model for Overlapping Relational Triple Extraction Based Global Detection and Bidirectional Tagging -- Retrieval-Enhanced Method Using Siamese Networks and Graph Kernel Functions for Code Summarization -- Enhancing Prompt Tuning for Smaller Pretrained Models via Knowledge Distillation -- AcademicMT: Boosting Performance of Large Language Models in Academic Translation -- Improving Neural Machine Translation by Multi-Step Teacher-Assisant Knowledge Distillation -- Enhancing Robustness in Large Language Models Prompting for Mitigating the Impact of Irrelevant Information -- TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers -- A Legal Case Matching Model Using Dual LLMs, BGE, and Mamba-2 -- Fine-grained Controllable Generation of Latent Language Diffusion Models 252 -- Can Dynamic Prompt Help Sentiment Style Transfer? -- Label-template based Few-Shot Text Classification with Contrastive Learning -- Curriculum Learning with Difficulty Division for Metaphor Detection -- Open-Source Large Language Models Excel in Named Entity Recognition -- Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-based Language Models -- Hypergraph Contrastive Learning for Evidence-Aware Fake News Detection -- SmartPL: An Integrated Approach for Platoons Driving on Mixed-Traffic Freeways -- Optimizing Training Speed with Novel Adaptive Exploration Technique in Simulation and Real-World Robotics for Visual Path Following -- Modeling and Adaptive Sliding Mode Control of Autonomous Underwater Vehicles -- Causality-Aware Transformer Networks for Robotic Navigation. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Neural networks (Computer science) - Congresses. - |
| Online resource: |
https://doi.org/10.1007/978-981-96-7030-7 |
| ISBN: |
9789819670307 |