Copertina

ExpGuard: LLM Content Moderation in Specialized Domains

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Choi, Minseok, Kim, Dongjin, Yang, Seungbin, Kim, Subin, Kwak, Youngjun, Oh, Juyoung, Choo, Jaegul, Son, Jungmin
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios
di: Lee, Yunseung, et al.
Pubblicazione: (2026)

LiveWeb-IE: A Benchmark For Online Web Information Extraction
di: Yang, Seungbin, et al.
Pubblicazione: (2026)

Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method
di: Kim, Taehee, et al.
Pubblicazione: (2026)

Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?
di: Yang, Seungbin, et al.
Pubblicazione: (2024)

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models
di: Choi, Minseok, et al.
Pubblicazione: (2024)

Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport
di: Choi, Minseok, et al.
Pubblicazione: (2024)

Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models
di: Lee, Dohyun, et al.
Pubblicazione: (2024)

Breaking Chains: Unraveling the Links in Multi-Hop Knowledge Unlearning
di: Choi, Minseok, et al.
Pubblicazione: (2024)

PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison
di: Park, ChaeHun, et al.
Pubblicazione: (2024)

BingoGuard: LLM Content Moderation Tools with Risk Levels
di: Yin, Fan, et al.
Pubblicazione: (2025)

SEDD: Scalable and Efficient Dataset Deduplication with GPUs
di: Son, Youngjun, et al.
Pubblicazione: (2025)

FENCE: A Financial and Multimodal Jailbreak Detection Dataset
di: Kim, Mirae, et al.
Pubblicazione: (2026)

LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation
di: Kim, Eunsu, et al.
Pubblicazione: (2024)

On Calibration of LLM-based Guard Models for Reliable Content Moderation
di: Liu, Hongfu, et al.
Pubblicazione: (2024)

TV-LiVE: Training-Free, Text-Guided Video Editing via Layer Informed Vitality Exploitation
di: Kim, Min-Jung, et al.
Pubblicazione: (2025)

MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention
di: Jha, Prince, et al.
Pubblicazione: (2024)

When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models
di: Park, Jungwon, et al.
Pubblicazione: (2026)

Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
di: Choi, Juhwan, et al.
Pubblicazione: (2024)

STAND-Guard: A Small Task-Adaptive Content Moderation Model
di: Wang, Minjia, et al.
Pubblicazione: (2024)

Bielik Guard: Efficient Polish Language Safety Classifiers for LLM Content Moderation
di: Wróbel, Krzysztof, et al.
Pubblicazione: (2026)

The Comparative Trap: Pairwise Comparisons Amplifies Biased Preferences of LLM Evaluators
di: Jeong, Hawon, et al.
Pubblicazione: (2024)

Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
di: Cho, Hojun, et al.
Pubblicazione: (2025)

Aligning Extraction and Generation for Robust Retrieval-Augmented Generation
di: Song, Hwanjun, et al.
Pubblicazione: (2025)

CLIcK: A Benchmark Dataset of Cultural and Linguistic Intelligence in Korean
di: Kim, Eunsu, et al.
Pubblicazione: (2024)

Efficient Terminology Integration for LLM-based Translation in Specialized Domains
di: Kim, Sejoon, et al.
Pubblicazione: (2024)

Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification
di: Yun, Jungmin, et al.
Pubblicazione: (2024)

Scaling Up LLM Reviews for Google Ads Content Moderation
di: Qiao, Wei, et al.
Pubblicazione: (2024)

Federated Learning for Face Recognition via Intra-subject Self-supervised Learning
di: Kim, Hansol, et al.
Pubblicazione: (2024)

LionGuard: Building a Contextualized Moderation Classifier to Tackle Localized Unsafe Content
di: Foo, Jessica, et al.
Pubblicazione: (2024)

LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators
di: Tan, Leanne, et al.
Pubblicazione: (2025)

VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model
di: Choi, Junhyuk, et al.
Pubblicazione: (2025)

LaDiMo: Layer-wise Distillation Inspired MoEfier
di: Kim, Sungyoon, et al.
Pubblicazione: (2024)

ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
di: Kwak, Beong-woo, et al.
Pubblicazione: (2025)

Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset
di: Yu, Seunguk, et al.
Pubblicazione: (2025)

Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair
di: Park, Jeonghoon, et al.
Pubblicazione: (2024)

Exploring In-context Example Generation for Machine Translation
di: Lee, Dohyun, et al.
Pubblicazione: (2025)

Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts
di: Park, ChaeHun, et al.
Pubblicazione: (2024)

Cross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language Models
di: Park, Cheonbok, et al.
Pubblicazione: (2025)

MTikGuard System: A Transformer-Based Multimodal System for Child-Safe Content Moderation on TikTok
di: Nguyen, Dat Thanh, et al.
Pubblicazione: (2025)

Bones Can't Be Triangles: Accurate and Efficient Vertebrae Keypoint Estimation through Collaborative Error Revision
di: Kim, Jinhee, et al.
Pubblicazione: (2024)