RT
Runchu Tian
cs.CLcs.AIcs.LGcs.IRcs.SE
On Valency
published · living versionsW_dr3n3ae4·v1 · currentpublished
MiRL: Error-Targeted Reinforcement Learning for Correcting Terminal Agent Misbehaviors
with Zaid Khan, Zun Wang, Justin Chih-Yao Chen, Mohit Bansal
1 version
Preprints & journals
16 papers in the corpus · 2023–2026SimSD: Simple Speculative Decoding in Diffusion Language Models2606.02544v2 · Junxia Cui, Haotian Ye, Runchu Tian et al.2026 · 0 citationsarXiv
Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems2604.04767v1 · Justin Chih-Yao Chen, Archiki Prasad, Zaid Khan et al.2026 · 0 citationsarXiv
MultiCube-RAG for Multi-hop Question Answering2602.15898v1 · Jimeng Shi, Wei Hu, Runchu Tian et al.2026 · 0 citationsarXiv
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs2602.07276v1 · Pengrui Han, Xueqiang Xu, Keyang Xuan et al.2026 · 0 citationsarXiv
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval2510.09897v2 · Wonbin Kweon, Runchu Tian, SeongKu Kang et al.2025 · 0 citationsarXiv
Topic Coverage-based Demonstration Retrieval for In-Context Learning2509.12451v1 · Wonbin Kweon, SeongKu Kang, Runchu Tian et al.2025 · 1 citationarXiv
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models2509.10697v1 · Pengcheng Jiang, Siru Ouyang, Yizhu Jiao et al.2025 · 18 citationsarXiv
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims2506.10728v1 · Priyanka Kargupta, Runchu Tian, Jiawei Han2025 · 0 citationsarXiv
Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering2505.19288v2 · Jimeng Shi, Sizhe Zhou, Bowen Jin et al.2025 · 0 citationsarXiv
CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval2505.13757v2 · Runchu Tian, Xueqiang Xu, Bowen Jin et al.2025 · 0 citationsarXiv
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning2503.00223v3 · Pengcheng Jiang, Jiacheng Lin, Lang Cao et al.2025 · 1 citationarXiv
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs2410.14641v3 · Runchu Tian, Yanghao Li, Yuepeng Fu et al.2024 · 2 citationsarXiv
DebugBench: Evaluating Debugging Capability of Large Language Models2401.04621v3 · Runchu Tian, Yining Ye, Yujia Qin et al.2024 · 56 citationsarXiv
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs2307.16789v2 · Yujia Qin, Shihao Liang, Yining Ye et al.2023 · 71 citationsarXiv
Exploring Format Consistency for Instruction Tuning2307.15504v2 · Shihao Liang, Runchu Tian, Kunlun Zhu et al.2023 · 0 citationsarXiv
Tool Learning with Foundation Models2304.08354v3 · Yujia Qin, Shengding Hu, Yankai Lin et al.2023 · 182 citationsarXiv
Career total: 17 works. 16 are in this corpus.
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