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JustinLin610 authored a paper 23 days ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

mariagrandury authored a paper about 1 month ago

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

mariagrandury authored a paper about 1 month ago

It's the same but not the same: Do LLMs distinguish Spanish varieties?

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AdinaY

posted an update 1 day ago

Post

651

LongWriter-Zero 🔥 A Purely RL trained LLM handles 10K+ token coherent passages by Tsinghua University

Model:
THU-KEG/LongWriter-Zero-32B
Dataset:
THU-KEG/LongWriter-Zero-RLData
Paper:
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning (2506.18841)

✨ 32B
✨ Multi-reward GRPO: length, fluency, structure, non-redundancy
✨ Enforces <think><answer> format via Format RM
✨ Build on Qwen2.5-32B-base

AdinaY

posted an update 1 day ago

Post

174

MOSS-TTSD 🔊 Bilingual text-to-spoken dialogue model by Fudan University - Open MOSS team.

Model:
fnlp/MOSS-TTSD-v0
Demo:
fnlp/MOSS-TTSD

✨ Supports Chinese & English
✨ Zero-shot 2-speaker voice cloning
✨ Long-form generation (up to 960s)
✨ Built on Qwen 3

AdinaY

posted an update 3 days ago

Post

202

Skywork-SWE 🔥 New code agent model by Skywork 天工

Skywork/Skywork-SWE-32B

✨ 32B - Apache 2.0
✨ 38.0% pass@1 on SWE-bench Verified
✨ Up to 47.0% with test-time scaling
✨ Shows clear data scaling law (8K+ demos)
✨ Built on Qwen2.5-Coder-32B + OpenHands

felfri

authored 17 papers 6 days ago

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

Paper • 2303.09289 • Published Mar 16, 2023 • 1

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation

Paper • 2305.15296 • Published May 24, 2023

Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?

Paper • 2305.18398 • Published May 28, 2023 • 1

Interactively Providing Explanations for Transformer Language Models

Paper • 2110.02058 • Published Sep 2, 2021

Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You

Paper • 2401.16092 • Published Jan 29, 2024

A Typology for Exploring the Mitigation of Shortcut Behavior

Paper • 2203.03668 • Published Mar 4, 2022

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order

Paper • 2404.00399 • Published Mar 30, 2024 • 43

ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming

Paper • 2404.08676 • Published Apr 6, 2024 • 3

Does CLIP Know My Face?

Paper • 2209.07341 • Published Sep 15, 2022 • 1

Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis

Paper • 2209.08891 • Published Sep 19, 2022 • 1

Revision Transformers: Instructing Language Models to Change their Values

Paper • 2210.10332 • Published Oct 19, 2022

The Stable Artist: Steering Semantics in Diffusion Latent Space

Paper • 2212.06013 • Published Dec 12, 2022

LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment

Paper • 2406.05113 • Published Jun 7, 2024 • 2

SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs

Paper • 2411.07122 • Published Nov 11, 2024 • 1

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Paper • 2503.05731 • Published Feb 19 • 1

EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition

Paper • 2505.20033 • Published about 1 month ago • 3

EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection

Paper • 2506.09827 • Published 15 days ago • 17