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20242026
most citedSynatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale

2 citations · 5 across the 10 of their papers we have counts for

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cs.CL2026

Are Open-Weight LLMs Ready for Social Media Moderation? A Comparative Study on Bluesky

Hsuan-Yu Chou, Wajiha Naveed, Shuyan Zhou +1

As internet access expands, so does exposure to harmful content, increasing the need for effective moderation. Research has demonstrated that large language models (LLMs) can be ef…

cs.CL2026

Modeling Distinct Human Interaction in Web Agents

Faria Huq, Zora Zhiruo Wang, Zhanqiu Guo +6

Despite rapid progress in autonomous web agents, human involvement remains essential for shaping preferences and correcting agent behavior as tasks unfold. However, current agentic…

cs.CL2026

FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback

Xueqing Wu, Zihan Xue, Da Yin +4

We present FronTalk, a benchmark for front-end code generation that pioneers the study of a unique interaction dynamic: conversational code generation with multi-modal feedback. In…

cs.CL2024★ 2 cited

WebCanvas: Benchmarking Web Agents in Online Environments

Yichen Pan, Dehan Kong, Sida Zhou +8

For web agents to be practically useful, they must adapt to the continuously evolving web environment characterized by frequent updates to user interfaces and content. However, mos…

cs.CL2024★ 1 cited

Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation

Kartik Kartik, Sanjana Soni, Anoop Kunchukuttan +2

The widespread online communication in a modern multilingual world has provided opportunities to blend more than one language (aka code-mixed language) in a single utterance. This…