output
20122025
most citedThe CoNLL-2013 Shared Task on Grammatical Error Correction

146 citations

17 papers

cs.CL2025

Lucy: edgerunning agentic web search on mobile with machine generated task vectors

Alan Dao, Dinh Bach Vu, Alex Nguyen +1

Small language models (SLMs) are inherently limited in knowledge-intensive tasks due to their constrained capacity. While test-time computation offers a path to enhanced performanc…

cs.CL2025

Jan-nano Technical Report

Alan Dao, Dinh Bach Vu

Most language models face a fundamental tradeoff where powerful capabilities require substantial computational resources. We shatter this constraint with Jan-nano, a 4B parameter l…

cs.CL2025★ 146 cited

The CoNLL-2013 Shared Task on Grammatical Error Correction

Hwee Tou Ng, Siew Mei Wu, Yuanbin Wu +2

The CoNLL-2013 shared task was devoted to grammatical error correction. In this paper, we give the task definition, present the data sets, and describe the evaluation metric and sc…

cs.CL2025★ 49 cited

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Gheorghe Comanici, Eric Bieber, Mike Schaekermann +3431

In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our…

cs.CL2025

ReZero: Enhancing LLM search ability by trying one-more-time

Alan Dao, Thinh Le

Retrieval-Augmented Generation (RAG) improves Large Language Model (LLM) performance on knowledge-intensive tasks but depends heavily on initial search query quality. Current metho…

cs.CL2025

AlphaSpace: Enabling Robotic Actions through Semantic Tokenization and Symbolic Reasoning

Alan Dao, Dinh Bach Vu, Bui Quang Huy

This paper presents AlphaSpace, a novel methodology designed to enhance the spatial reasoning capabilities of language models for robotic manipulation in 3D Cartesian space. AlphaS…