Structured Language Generation Model: Loss Calibration and Formatted Decoding for Robust Structure Prediction and Knowledge Retrieval
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Lee, Minho, Min, Junghyun, Kim, Yerang, Lee, Woochul, Lee, Yeonsoo |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Punctuation Restoration Improves Structure Understanding Without Supervision
par: Min, Junghyun, et autres
Publié: (2024)
par: Min, Junghyun, et autres
Publié: (2024)
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean
par: Jeon, Minkyeong, et autres
Publié: (2025)
par: Jeon, Minkyeong, et autres
Publié: (2025)
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
par: Prahlad, Deeksha, et autres
Publié: (2025)
par: Prahlad, Deeksha, et autres
Publié: (2025)
Geometry-Aware Losses for Structure-Preserving Text-to-Sign Language Generation
par: Wu, Zetian, et autres
Publié: (2025)
par: Wu, Zetian, et autres
Publié: (2025)
Decompose-and-Refine: Structured Legal Question Answering with Parametric Retrieval
par: lee, Jihyung, et autres
Publié: (2026)
par: lee, Jihyung, et autres
Publié: (2026)
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
par: Kim, Youna, et autres
Publié: (2024)
par: Kim, Youna, et autres
Publié: (2024)
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding
par: Min, Kyungmin, et autres
Publié: (2024)
par: Min, Kyungmin, et autres
Publié: (2024)
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models
par: Park, Seong-Il, et autres
Publié: (2024)
par: Park, Seong-Il, et autres
Publié: (2024)
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers
par: Lee, Myeonghwa, et autres
Publié: (2024)
par: Lee, Myeonghwa, et autres
Publié: (2024)
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models
par: Kim, Singon, et autres
Publié: (2025)
par: Kim, Singon, et autres
Publié: (2025)
Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task
par: Lee, Unggi, et autres
Publié: (2024)
par: Lee, Unggi, et autres
Publié: (2024)
DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models
par: Cho, Sangyeon, et autres
Publié: (2024)
par: Cho, Sangyeon, et autres
Publié: (2024)
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages
par: Hwang, Seonjeong, et autres
Publié: (2024)
par: Hwang, Seonjeong, et autres
Publié: (2024)
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
par: Baek, Ingeol, et autres
Publié: (2024)
par: Baek, Ingeol, et autres
Publié: (2024)
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models
par: Kim, Seorin, et autres
Publié: (2025)
par: Kim, Seorin, et autres
Publié: (2025)
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
par: Park, Seong-Il, et autres
Publié: (2024)
par: Park, Seong-Il, et autres
Publié: (2024)
Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine Translation
par: Jin, Heegon, et autres
Publié: (2024)
par: Jin, Heegon, et autres
Publié: (2024)
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
par: Lee, Jungyeon, et autres
Publié: (2025)
par: Lee, Jungyeon, et autres
Publié: (2025)
ControlMed: Adding Reasoning Control to Medical Language Model
par: Lee, Sung-Min, et autres
Publié: (2025)
par: Lee, Sung-Min, et autres
Publié: (2025)
Neuro-RIT: Neuron-Guided Instruction Tuning for Robust Retrieval-Augmented Language Model
par: Kim, Jaemin, et autres
Publié: (2026)
par: Kim, Jaemin, et autres
Publié: (2026)
Crafting the Path: Robust Query Rewriting for Information Retrieval
par: Baek, Ingeol, et autres
Publié: (2024)
par: Baek, Ingeol, et autres
Publié: (2024)
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
par: Kim, Taehyeon, et autres
Publié: (2023)
par: Kim, Taehyeon, et autres
Publié: (2023)
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models
par: Son, Guijin, et autres
Publié: (2023)
par: Son, Guijin, et autres
Publié: (2023)
Small Language Models are Equation Reasoners
par: Kim, Bumjun, et autres
Publié: (2024)
par: Kim, Bumjun, et autres
Publié: (2024)
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
par: Jiang, Pengcheng, et autres
Publié: (2025)
par: Jiang, Pengcheng, et autres
Publié: (2025)
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models
par: Lee, Younghun, et autres
Publié: (2024)
par: Lee, Younghun, et autres
Publié: (2024)
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data
par: Lee, Younghun, et autres
Publié: (2024)
par: Lee, Younghun, et autres
Publié: (2024)
Evaluating Cultural Knowledge Processing in Large Language Models: A Cognitive Benchmarking Framework Integrating Retrieval-Augmented Generation
par: Lee, Hung-Shin, et autres
Publié: (2025)
par: Lee, Hung-Shin, et autres
Publié: (2025)
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
par: Yang, Seongjun, et autres
Publié: (2023)
par: Yang, Seongjun, et autres
Publié: (2023)
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data
par: Bae, Suyoung, et autres
Publié: (2025)
par: Bae, Suyoung, et autres
Publié: (2025)
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation
par: Lee, Zhan Peng, et autres
Publié: (2025)
par: Lee, Zhan Peng, et autres
Publié: (2025)
Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction
par: Lin, Yu-Hsiang, et autres
Publié: (2024)
par: Lin, Yu-Hsiang, et autres
Publié: (2024)
SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning
par: Lee, Jinu, et autres
Publié: (2024)
par: Lee, Jinu, et autres
Publié: (2024)
Transforming Questions and Documents for Semantically Aligned Retrieval-Augmented Generation
par: Lee, Seokgi
Publié: (2025)
par: Lee, Seokgi
Publié: (2025)
From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education
par: Lee, Unggi, et autres
Publié: (2024)
par: Lee, Unggi, et autres
Publié: (2024)
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion
par: Yang, Dongil, et autres
Publié: (2024)
par: Yang, Dongil, et autres
Publié: (2024)
SeDi-Instruct: Enhancing Alignment of Language Models through Self-Directed Instruction Generation
par: Kim, Jungwoo, et autres
Publié: (2025)
par: Kim, Jungwoo, et autres
Publié: (2025)
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model
par: Kim, Daehee, et autres
Publié: (2024)
par: Kim, Daehee, et autres
Publié: (2024)
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation
par: Kim, Takyoung, et autres
Publié: (2024)
par: Kim, Takyoung, et autres
Publié: (2024)
Disentangling Questions from Query Generation for Task-Adaptive Retrieval
par: Lee, Yoonsang, et autres
Publié: (2024)
par: Lee, Yoonsang, et autres
Publié: (2024)
Documents similaires
-
Punctuation Restoration Improves Structure Understanding Without Supervision
par: Min, Junghyun, et autres
Publié: (2024) -
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean
par: Jeon, Minkyeong, et autres
Publié: (2025) -
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
par: Prahlad, Deeksha, et autres
Publié: (2025) -
Geometry-Aware Losses for Structure-Preserving Text-to-Sign Language Generation
par: Wu, Zetian, et autres
Publié: (2025) -
Decompose-and-Refine: Structured Legal Question Answering with Parametric Retrieval
par: lee, Jihyung, et autres
Publié: (2026)