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| Link zu diesem Datensatz | https://d-nb.info/1381718205 |
| Titel | Natural Language Processing and Chinese Computing : 14th National CCF Conference, NLPCC 2025, Urumqi, China, August 7–9, 2025, Proceedings, Part III / edited by Xian-Ling Mao, Zhaochun Ren, Muyun Yang |
| Person(en) |
Mao, Xian-Ling (Herausgeber) Ren, Zhaochun (Herausgeber) Yang, Muyun (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XXXIII, 617 p. 179 illus., 160 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-95-3348-0 Printed edition:: ISBN: 978-981-95-3350-3 |
| Inhalt | -- IR / Dialogue Systems / Question Answering -- TriG-RAG: Triple-Granularity Fusion for Retrieval-Augmented Generation with Adaptive Context-Relation Balance. -- Knowledge Distillation for Large Language Models Based on Global Keywords and Chain of Thought. -- Exploring the Capabilities of Chinese LLMs in the Legal Field. -- RoleplayLLM: Enhancing Role-Playing Abilities in Large Language Models via Multidimensional Fine Tuning and Preference Optimization. -- Multi-task Contrastive Learning Enhanced Instruction Tuning for Dialog Understanding. -- DynaRAG: Adaptive Context Compression via Reinforcement Learning for Enhanced Retrieval-Augmented Generation. -- Retrieving and Reading Multimodal Documents for Knowledge-based VQA. -- Relation-Aware Graph Reasoning for Multiple Choice Question Answering. -- Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking. -- ReD-RAG: Rewritable Decomposition-Guided Iterative Retrieval Augmented Generation for Open Domain Multi-Hop Reasoning. -- Bridging Questions and Charts: A Weakly Supervised Alignment Model for Chart Question Answering. -- FRAG: Focused Retrieval Augmented Generation Reducing Retrieval Scope by Mapping Table. -- Ensuring Context Completeness in Retrieval-Augmented Generation for Knowledge-Intensive Question-answering. -- Machine Translation and Multilinguality -- Improving LLM-based Document-level MT with Multi-Knowledge Fusion. -- Continual Learning for Multilingual Neural Machine Translation via Meta-Contrastive Memory Replay. -- Prompting and Consistency Learning Strategies for Multimodal Grammatical Error Correction in Low Error Density Domains. -- Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting. -- Doc-Guided Sent2Sent++: A Sent2Sent++ Agent with Doc-Guided memory for Document-level Machine Translation. -- Fine-Grained Contrastive Learning for End-to-End Vietnamese Text Image Machine Translation. -- Adaptive Inner Speech Text Alignment for LLM-based Speech Translation. -- Fine-Tuning for Low-Resource Language Machine Translation Using Large Language Models Integrated with Dependency Parsing Rule. -- Simplify Translate: A Unified Framework for Accessible Machine Translation. -- PGATA: Phonology-and-Glyph-Aware Token Alignment for Transfer Learning in Cantonese Sarcasm Detection. -- LLM-enhanced Translation for Low-resource Languages: Cross-lingual Alignment and Multi-domain Adaptation. -- Sentiment analysis / Argumentation Mining / Social Media -- Best-Fit Document: Enhancing Compositional Generalization in Multi-label Text Classification. -- Dialogue Multi-dimensional Feature Dividing and Fusion Model for Dialogue Aspect-based Sentiment Quadruple Analysis. -- Boosting Affective Events Classification: A Contextual Framework with Chain-of-Thought Prompt. -- Hate Speech Detection in Somali-English Code-Switched Texts. -- Chinese Spelling Correction for Social-Platform Internet Slang Texts. -- DiGTF: A Difference-Guided Two-Stage Fusion Framework for Multimodal Sentiment Analysis. -- EVL-MCoT: Enhanced Vision-Language Multi-CoT for Harmful Meme Detection. -- Deep Graph Neural Point Process For Learning Temporal Interactive Networks. -- Bayesian Network-based Adaptive Prompt Learning for Emotion-Cause Pair Extraction. -- Exploring Sentiment Analysis in Tigrigna: Insights from Social Media Texts. -- Unlocking the Advantage of Context Interaction via Bi-Graph Reasoning for Document-level Aspect-based Sentiment Analysis. -- EMAO: Expectation-Maximization and Adaptive Objective for Microscopic Cascade Prediction. -- Attributed Graph Clustering with Dual Contrastive Regularization. -- Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Review. -- CADA: A Counterfactual Adversarial Data Augmentation Framework for Low-Resource Hate Speech Detection. -- Semantic Information Enhanced Fake News Detection. -- Fine-grained Inappropriate Speech Detection Based on Momentum Contrastive Learning. -- ISIPN: Intention-Semantic Incongruity Perception Network for Multimodal Metaphor Detection. -- Self-Distillation Across Modalities: Enhancing Cross-Modal Correlation Perception for Multimodal Fake News Detection. -- D-PathVER: Dynamic Reasoning Paths for Complex Claim Verification. -- Dynamic Multi-Views In-Context Learning with Large Language Models for Aspect-Based Sentiment Analysis. -- MAGI: Modality-Aligned Geometry-aware Integration for Robust Multimodal Sentiment Analysis |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511160322358.491770729591 DOI: 10.1007/978-981-95-3349-7 |
| URL | https://doi.org/10.1007/978-981-95-3349-7 |
| ISBN/Einband/Preis | 978-981-95-3349-7 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 16104 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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