TOPIC · ALIGNMENT · 8 PAPERS

Alignment

Last 30 days 8

#76 ▲63 ★210 ❝3 2026-09-30

A survey of post-training and alignment for video generation, covering temporal coherence, physics and safety challenges.

Arizona State University · Chaoyu Li, Xiaoyi Gu, Yogesh Kulkarni +10

#124 ▲104 ★35 ❝0 2026-09-29

The Thinking Reward Model first sets case-specific rubrics and then scores, giving finer rewards for visual generation.

Affiliation unverified · Xuehai Bai, Zhenchen Tang, Yang Shi +9

#125 ▲55 ★63 ❝0 2026-09-21

onPanda is an annotation tool where annotators fix the first bad token and let the model continue, cheaply producing alignment data.

StepFun · Lei Yang, Mengyin Liu, Jia Wang +9

#160 ▲68 ★22 ❝0 2026-09-30

Shows weighted-sum rubric rewards can be hacked (e.g. in clinical consultation) and proposes protocol-level rubrics to fix it.

ByteDance · Maoqi Liu, Junwei He, Bowen Zhang +5

#170 ▲29 ★28 ❝12 2026-09-24

Tests whether Jev, a calibrated decision model, can zero-shot detect ten alignment failures such as sycophancy, jailbreaks and deception.

Affiliation unverified · Ruoqi Guo, Yi Liu, Gelei Deng +6

#216 ▲62 ★30 ❝0 2026-10-04

Memadapter uses counterfactual adaptation to reduce memory-induced sycophancy, which arises even from correct memories.

DEEP Group at Jilin University · Ruqing Ning, Haibo Meng, Zhishang Xiang +4

#256 ▲35 ★37 ❝0 2026-09-27

Tsinghua's Diffusion Reward Model recasts reward modelling as conditional density estimation to capture multimodal human preferences.

Tsinghua NLP Group · Xiangyang Wang, Bingxiang He, Zeyuan Liu +13

#292 ▲47 ❝0 2026-10-02

Finds 12 agent models systematically favour items from certain sources when shopping, booking or citing, and proposes mitigations.

Seoul National University · Jonghyun Song, Haewon Park, Jeonghoon Shim +2