LH
Lei Hou
cs.CLcs.AIcs.LGcs.CVcs.HCcs.IRcs.CYcs.SIagingAlzheimer’s disease
On Valency
published · living versionsW_ja8bdcpk·v1 · currentpublished
Catalyzing Interactive HTML Generation Capabilities via High-Fidelity Reinforcement Learning
with Xujia Wang, Yixuan Liu, Shaohan Huang, Furu Wei +2
1 version
W_txkdtn4p·v2published
Preprints & journals
87 papers in the corpus · 2018–2026WildReward: Learning Reward Models from In-the-Wild Human Interactions2602.08829v1 · Hao Peng, Yunjia Qi, Xiaozhi Wang et al.2026 · 0 citationsarXiv
RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension2601.14289v2 · Yelin Chen, Fanjin Zhang, Suping Sun et al.2026 · 0 citationsarXiv
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards2601.06021v1 · Jiajie Zhang, Xin Lv, Ling Feng et al.2026 · 0 citationsarXiv
Auxiliary Metrics Help Decoding Skill Neurons in the Wild2511.21610v1 · Yixiu Zhao, Xiaozhi Wang, Zijun Yao et al.2025 · 0 citationsarXiv
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection2510.18798v1 · Guanzhong He, Zhen Yang, Jinxin Liu et al.2025 · 0 citationsarXiv
Learning in Context: Personalizing Educational Content with Large Language Models to Enhance Student Learning2509.15068v1 · Joy Jia Yin Lim, Daniel Zhang-Li, Jifan Yu et al.2025 · 0 citationsarXiv
StoryWriter: A Multi-Agent Framework for Long Story Generation2506.16445v1 · Haotian Xia, Hao Peng, Yunjia Qi et al.2025 · 5 citationsarXiv
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis2506.04142v1 · Kejian Zhu, Shangqing Tu, Zhuoran Jin et al.2025 · 0 citationsarXiv
How do Transformers Learn Implicit Reasoning?2505.23653v2 · Jiaran Ye, Zijun Yao, Zhidian Huang et al.2025 · 3 citationsarXiv
MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models2505.20152v3 · Kai Sun, Yushi Bai, Zhen Yang et al.2025 · 0 citationsarXiv
AdaptThink: Reasoning Models Can Learn When to Think2505.13417v1 · Jiajie Zhang, Nianyi Lin, Lei Hou et al.2025 · 6 citationsarXiv
Loss of age-associated increase in m6A-modified RNA contributes to GABAergic dysregulation in Alzheimer's disease.40654675 · Libera, Jenna L, Hu, Junming, Nguyen, Tuyet-Anh et al.2025 · 5 citationsbioRxiv : the preprint server for biology. 2025
LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning2505.02078v1 · Joy Lim Jia Yin, Daniel Zhang-Li, Jifan Yu et al.2025 · 0 citationsarXiv
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation2503.21729v3 · Zhicheng Lee, Shulin Cao, Jinxin Liu et al.2025 · 1 citationarXiv
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models2502.14834v1 · Shangqing Tu, Yucheng Wang, Daniel Zhang-Li et al.2025 · 0 citationsarXiv
PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament2501.13007v2 · Yantao Liu, Zijun Yao, Rui Min et al.2025 · 0 citationsarXiv
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks2412.15204v2 · Yushi Bai, Shangqing Tu, Jiajie Zhang et al.2024 · 31 citationsarXiv
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning2411.16495v4 · Amy Xin, Jinxin Liu, Zijun Yao et al.2024 · 2 citationsarXiv
Constraint Back-translation Improves Complex Instruction Following of Large Language Models2410.24175v2 · Yunjia Qi, Hao Peng, Xiaozhi Wang et al.2024 · 0 citationsarXiv
LongReward: Improving Long-context Large Language Models with AI Feedback2410.21252v1 · Jiajie Zhang, Zhongni Hou, Xin Lv et al.2024 · 4 citationsarXiv
Pre-training Distillation for Large Language Models: A Design Space Exploration2410.16215v1 · Hao Peng, Xin Lv, Yushi Bai et al.2024 · 4 citationsarXiv
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination2409.07372v1 · Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu et al.2024 · 3 citationsarXiv
From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents2409.03512v1 · Jifan Yu, Zheyuan Zhang, Daniel Zhang-li et al.2024 · 7 citationsarXiv
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA2409.02897v3 · Jiajie Zhang, Yushi Bai, Xin Lv et al.2024 · 13 citationsarXiv
OpenEP: Open-Ended Future Event Prediction2408.06578v2 · Yong Guan, Hao Peng, Xiaozhi Wang et al.2024 · 0 citationsarXiv
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs2408.07055v1 · Yushi Bai, Jiajie Zhang, Xin Lv et al.2024 · 2 citationsarXiv
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking2407.04020v3 · Amy Xin, Yunjia Qi, Zijun Yao et al.2024 · 10 citationsarXiv
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation2406.19215v1 · Zijun Yao, Weijian Qi, Liangming Pan et al.2024 · 27 citationsarXiv
Simulating Classroom Education with LLM-Empowered Agents2406.19226v2 · Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu et al.2024 · 64 citationsarXiv
Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons2406.14144v2 · Jianhui Chen, Xiaozhi Wang, Zijun Yao et al.2024 · 1 citationarXiv
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models2406.11681v1 · Shangqing Tu, Yuanchun Wang, Jifan Yu et al.2024 · 6 citationsarXiv
Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models2406.11682v2 · Shangqing Tu, Zhuoran Pan, Wenxuan Wang et al.2024 · 2 citationsarXiv
SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking2405.15165v2 · Yuanchun Wang, Jifan Yu, Zijun Yao et al.2024 · 6 citationsarXiv
Event GDR: Event-Centric Generative Document Retrieval2405.06886v1 · Yong Guan, Dingxiao Liu, Jinchen Ma et al.2024 · 1 citationarXiv
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning2402.04236v3 · Ji Qi, Ming Ding, Weihan Wang et al.2024 · 2 citationsarXiv
LongAlign: A Recipe for Long Context Alignment of Large Language Models2401.18058v1 · Yushi Bai, Xin Lv, Jiajie Zhang et al.2024 · 16 citationsarXiv
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering2401.05777v2 · Jinxin Liu, Shulin Cao, Jiaxin Shi et al.2024 · 8 citationsarXiv
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions2311.13982v1 · Shulin Cao, Jiajie Zhang, Jiaxin Shi et al.2023 · 17 citationsarXiv
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks2311.08993v1 · Hao Peng, Xiaozhi Wang, Jianhui Chen et al.2023 · 7 citationsarXiv
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation2311.09105v2 · Xiaozhi Wang, Hao Peng, Yong Guan et al.2023 · 9 citationsarXiv
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models2311.07138v2 · Shangqing Tu, Yuliang Sun, Yushi Bai et al.2023 · 15 citationsarXiv
VidCoM: Fast Video Comprehension through Large Language Models with Multimodal Tools2310.10586v2 · Ji Qi, Kaixuan Ji, Jifan Yu et al.2023 · 0 citationsarXiv
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment2310.10590v1 · Ji Qi, Kaixuan Ji, Xiaozhi Wang et al.2023 · 2 citationsarXiv
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach2310.08172v2 · Zheyuan Zhang, Jifan Yu, Juanzi Li et al.2023 · 2 citationsarXiv
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding2308.14508v2 · Yushi Bai, Xin Lv, Jiajie Zhang et al.2023 · 190 citationsarXiv
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts2308.05935v1 · Shangqing Tu, Zheyuan Zhang, Jifan Yu et al.2023 · 14 citationsarXiv
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding2307.03115v1 · Zijun Yao, Yantao Liu, Xin Lv et al.2023 · 2 citationsarXiv
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering2307.03130v1 · Zijun Yao, Yuanyong Chen, Xin Lv et al.2023 · 2 citationsarXiv
KoLA: Carefully Benchmarking World Knowledge of Large Language Models2306.09296v3 · Jifan Yu, Xiaozhi Wang, Shangqing Tu et al.2023 · 29 citationsarXiv
Learn to Not Link: Exploring NIL Prediction in Entity Linking2305.15725v1 · Fangwei Zhu, Jifan Yu, Hailong Jin et al.2023 · 6 citationsarXiv
Career total: at least 198 works. 87 are in this corpus.Showing the 50 most recent.
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