Cover Image

Towards robust long-context understanding of large language model via active recap learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Hui, Chenyu
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence 68T35 F.2.2; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
by: Palit, Sayon, et al.
Published: (2025)

TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking
by: Nahin, Shahriar Kabir, et al.
Published: (2025)

LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
by: Dalvi, Fahim, et al.
Published: (2023)

AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs
by: Mousi, Basel, et al.
Published: (2024)

NativQA Framework: Enabling LLMs and VLMs with Native, Local, and Everyday Knowledge
by: Alam, Firoj, et al.
Published: (2025)

A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models
by: Munakata, Satoshi, et al.
Published: (2024)

OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QA
by: Alam, Firoj, et al.
Published: (2025)

Propaganda to Hate: A Multimodal Analysis of Arabic Memes with Multi-Agent LLMs
by: Alam, Firoj, et al.
Published: (2024)

LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content
by: Kmainasi, Mohamed Bayan, et al.
Published: (2024)

CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge Representation
by: Bhatti, Hunzalah Hassan, et al.
Published: (2025)

LAraBench: Benchmarking Arabic AI with Large Language Models
by: Abdelali, Ahmed, et al.
Published: (2023)

NativQA: Multilingual Culturally-Aligned Natural Query for LLMs
by: Hasan, Md. Arid, et al.
Published: (2024)

Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect Variants
by: Bhatti, Hunzalah Hassan, et al.
Published: (2025)

Native vs Non-Native Language Prompting: A Comparative Analysis
by: Kmainasi, Mohamed Bayan, et al.
Published: (2024)

GenAI Content Detection Task 2: AI vs. Human -- Academic Essay Authenticity Challenge
by: Chowdhury, Shammur Absar, et al.
Published: (2024)

ThatiAR: Subjectivity Detection in Arabic News Sentences
by: Suwaileh, Reem, et al.
Published: (2024)

HySem: A context length optimized LLM pipeline for unstructured tabular extraction
by: PP, Narayanan, et al.
Published: (2024)

The impact of postediting on AI generative translation in Yemeni context: Translating literary prose by ChatGPT
by: Al-wagieh, Nasim, et al.
Published: (2026)

Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
by: Kurian, Ashley, et al.
Published: (2025)

Harnessing non-adversarial robustness in large language models
by: Zhou, Qinghua, et al.
Published: (2026)

Reasoning aligns language models to human cognition
by: Guiomar, Gonçalo, et al.
Published: (2026)

Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs
by: Brown, Nik Bear
Published: (2024)

Uncovering Uncertainty in Transformer Inference
by: Brothers, Greyson, et al.
Published: (2024)

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages
by: Alam, Firoj, et al.
Published: (2026)

LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target
by: Hasan, Md Arid, et al.
Published: (2025)

PropXplain: Can LLMs Enable Explainable Propaganda Detection?
by: Hasanain, Maram, et al.
Published: (2025)

Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches
by: De Mel, Yomal, et al.
Published: (2024)

Large Language Models for Propaganda Span Annotation
by: Hasanain, Maram, et al.
Published: (2023)

Beyond Accuracy: Decomposing the Reasoning Efficiency of LLMs
by: Kaiser, Daniel, et al.
Published: (2026)

DRO-InstructZero: Distributionally Robust Prompt Optimization for Large Language Models
by: Li, Yangyang
Published: (2025)

Towards Platonic Representation for Table Reasoning: A Foundation for Permutation-Invariant Retrieval
by: Tchuitcheu, Willy Carlos, et al.
Published: (2026)

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
by: Luo, Qinyu, et al.
Published: (2024)

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic AudioLLMs
by: Bhatti, Hunzalah Hassan, et al.
Published: (2026)

Large Language Model Interface for Home Energy Management Systems
by: Michelon, François, et al.
Published: (2025)

Policy-Grounded Safety Evaluation of 20 Large Language Models
by: Contreras, Juan Manuel
Published: (2025)

Grammatically-Guided Sparse Attention for Efficient and Interpretable Transformers
by: Pratyush, Spandan
Published: (2026)

ArAIEval Shared Task: Propagandistic Techniques Detection in Unimodal and Multimodal Arabic Content
by: Hasanain, Maram, et al.
Published: (2024)

MENASpeechBank: A Reference Voice Bank with Persona-Conditioned Multi-Turn Conversations for AudioLLMs
by: Ali, Zien Sheikh, et al.
Published: (2026)

Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
by: Badshah, Sher, et al.
Published: (2024)

Aletheia: Quantifying Cognitive Conviction in Reasoning Models via Regularized Inverse Confusion Matrix
by: Fu, Fanzhe
Published: (2026)