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At line 7 changed one line
*DSEBench: DSEBench: A Test Collection for Explainable Dataset Search with Examples. __Proc. APWeb__
*Diagnosing and Correcting Geometric Bias in Diversity-Driven Code Instruction Data Selection. __Proc. CIKM__
*Mitigating exploration sluggishness in iterative knowledge graph augmentation. __Proc. ISWC__
*DSEBench: A Test Collection for Explainable Dataset Search with Examples. __Proc. APWeb__
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*Bootstrapping code translation with weighted multilanguage exploration. __Proc. ACL__
*How do answer tokens read reasoning traces? Self-reading patterns in thinking LLMs for quantitative reasoning. __Findings of ACL__
*To diff or not to diff? Structure-aware and adaptive output formats for efficient LLM-based code editing. __Findings of ACL__
*FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning. __Findings of ACL__
*Content-Based Dataset Knowledge Graphs for Dataset Search. __Proc. SIGIR__
*SQA: SPARQL Query Annotating with Question-Answer Pairs. __Proc. ESWC__
*CR-TKGQA: A Temporal Knowledge Graph Question Answering Dataset Involving Complex Reasoning. __Proc. ESWC__
*Decomposing complexity: A difficulty-aware multi-agent framework for open-domain knowledge graph construction. __Proc. DASFAA__
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*Practical Group Steiner Tree Algorithms for Web Applications with Many Groups. __Proc. WWW__
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*ProtSAE: Disentangling and interpreting protein language models via semantically-guided sparse autoencoders. __Proc. AAAI__
*Answering the unanswerable is to err knowingly: Analyzing and mitigating abstention failures in large reasoning models. __Proc. AAAI__
*Do we truly need so many samples? Multi-LLM repeated sampling efficiently scales test-time compute. __Proc. AAAI__
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!2026
*Qing Shi, Jing He, Xintian Pan, Jialiang Wan, Gong Cheng: Content-Based Dataset Knowledge Graphs for Dataset Search. __Proc. SIGIR__
*Yuhan Wu, Huan Zhang, Wei Cheng, Chen Shen, Jingyue Yang, Wei Hu: Bootstrapping Code Translation with Weighted Multilanguage Exploration. __Proc. ACL__
*Wei Cheng, Yongchang Cao, Chen Shen, Binhua Li, Jue Chen, Yongbin Li, Wei Hu: To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code Editing. __Findings of ACL__
*Haoyang Chen, Yi Liu, Jianzhi Shao, Tao Zhang, Chengfu Huo, Wei Hu: How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning. __Findings of ACL__
*Xiao Li, Bolin Zhu, Kaiwen Shi, Sichen Liu, Yin Zhu, Yiwei Liu, Gong Cheng: FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning. __Findings of ACL__
*Haoyang Chen, Yi Liu, Chenyang Li, Wei Hu: Decomposing Complexity: A Difficulty-Aware Multi-agent Framework for Open-Domain Knowledge Graph Construction. __Proc. DASFAA__
*Qicheng Shan, Yuxuan Yang, Gong Cheng: Practical Group Steiner Tree Algorithms for Web Applications with Many Groups. __Proc. WWW__
*Yuheng Bao, Wenhao Zhou, Xuan Wu, Wei Hu, Dingkun Xu, Mingjia Qian, Yuzhong Qu: SQA: SPARQL Query Annotating with Question-Answer Pairs. __Proc. ESWC__
*Yuheng Bao, Dingkun Xu, Longfei E, Jiayu Shen, Gong Cheng, Yuzhong Qu: CR-TKGQA: A Temporal Knowledge Graph Question Answering Dataset Involving Complex Reasoning. __Proc. ESWC %%(color:red;)(最佳资源论文提名)%%__
*Xiangyu Liu, Haodi Lei, Yi Liu, Yang Liu, Wei Hu: ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders. __Proc. AAAI__
*Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu: Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. __Proc. AAAI__
*Yi Liu, Xiangyu Liu, Zequn Sun, Wei Hu: Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models. __Proc. AAAI__
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*A Practical Sublinear Approximation for Group Steiner Tree. __Proc. VLDB Endow.__
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