📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2607.24720
  The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
  Tianyi Men, Zhuoran Jin, Kang Liu, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2607.24717
  DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data
  Zhen Huang, Yikun Wang, Shijie Xia, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2607.24653
  Kimi K3: Open Frontier Intelligence
  Kimi Team: Tongtong Bai, Yifan Bai, Yiping Bao, et al.
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2607.24604
  Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair
  Xueping Gao, Jianwei Yang, Qiang Yang
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2607.24593
  PIVOT: Efficient Query-Group Indexing for Token-Level Sparse Attention
  Hong Liu, Yuan Cheng, Lin Niu, et al.
  Computation and Language (cs.CL)
• arXiv:2607.24586
  D-Score: A Spectral Hidden-State Signal for Hallucination Detection in Large Language Models
  Bianca Raimondi, Davide Evangelista, Maurizio Gabbrielli, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2607.24585
  From Data to Device: ELMOD An Efficient German-First 2.7B Language Model for Mobile Inference
  Darina Gold, Alexander Schwirjow, Viktor Haag, et al.
  Computation and Language (cs.CL)
• arXiv:2607.24542
  From transcription to semantic corpus analysis: unsupervised learning of sentence representations for ancient languages
  Th{é}otime de la Selle (ISC, HiSoMA, CNRS)
  Computation and Language (cs.CL); Digital Libraries (cs.DL); Information Retrieval (cs.IR)
• arXiv:2607.24515
  Systematic Analysis of Large Language Models and Transformer-Based Machine Translation for English-Tamil and Tamil-English Across Diverse Datasets
  Sriharshaa S, Sangeetha Sivanesan
  Computation and Language (cs.CL)
• arXiv:2607.24492
  SINT-Flow: Schema Integration using Large Language Model Workflows
  Keti Korini, Christian Bizer
  Computation and Language (cs.CL)
• arXiv:2607.24471
  Grounding latent algorithm routing in transformer reasoning
  Xiangbo Zhang, Xiaoxu Ma
  Computation and Language (cs.CL)
• arXiv:2607.24435
  LEX-EC: A Lexical Evidence-Channel Audit Framework for Zero-Shot LLM Personality Classification in Black-Box Settings
  Brittany Harbison, Ashok K. Goel
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2607.24371
  Closed-Loop Validation-Repair for Healthcare Interoperability: A Multi-Model Study of Schema Compliance in Clinical LLMs
  Jianru Shen
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2607.24368
  Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory
  Ruizhe Li, Mingxuan Du, Benfeng Xu, et al.
  Computation and Language (cs.CL)
• arXiv:2607.24352
  Retrieval-Augmented Large Language Models as Components of Cognitive Computing architecture for Regulatory Knowledge Management
  Dariusz Nowak-Nova
  Computation and Language (cs.CL)
• arXiv:2607.24332
  Cross-Attention Calibrated Deduplication for Retrieval-Augmented Generation System
  Phuong Le Huy, Nam H. Nguyen, Quan V. Dang
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2607.24312
  CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models
  Mingxuan Sun
  Computation and Language (cs.CL)
• arXiv:2607.24306
  Rethinking the Generation Order of Block Diffusion Language Models
  Kai Syun Hou, James Kwok
  Computation and Language (cs.CL)
• arXiv:2607.24300
  Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents
  Diandian Guo, Cong Cao, Fangfang Yuan, et al.
  Computation and Language (cs.CL); Multiagent Systems (cs.MA)
• arXiv:2607.24276
  The Tokenizer Tax: Quantifying and Explaining the Cross-Lingual Cost of Subword Tokenization for Indian Languages
  Priyansh Srivastava
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2607.24273
  INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models
  Changyu Chen, Chenwei Lin, Xian Xu
  Computation and Language (cs.CL)
• arXiv:2607.24268
  Accuracy Hides How Language Models Fail: Measuring Failure States Under Matched Output Budgets
  Zongyou Yang, Yinghan Hou
  Computation and Language (cs.CL)
• arXiv:2607.24236
  CAGE: Cognitive Attribution Graphs for Faithful Inline Citation Generation in Long-Form Question Answering
  Zhichao Yan, Shizhao Li, Jiapu Wang, et al.
  Computation and Language (cs.CL)
• arXiv:2607.24223
  A New Role for Relevance: Guiding Corpus Interaction in Agentic Search
  Jiangnan Li, Yuqing Li, Mo Yu, et al.
  Computation and Language (cs.CL)
• arXiv:2607.24191
  StanceFlip: A Comprehensive Multi-Dimensional Benchmark for Multimodal Conversational Stance Flipping Forecasting
  Heyan Chai, Xin Li, Wenjie Wang, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)