📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2611.12872
  HiVe-Mem: Interleaving Horizontal Memory Expansion and Vertical Evidence Composition for Multimodal Agents
  Haozhen Zhang, Bohan Liu, Jianzhu Bao, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2611.12864
  Is Persona Generalization Predictable?
  Olina Mukherjee, Arnav Goel, Aditi Raghunathan, et al.
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2611.12856
  WorkflowArena: Benchmarking Executable Workflow Orchestration in LLM-Based Multi-Agent Systems
  Zheng Jiang, Fang Niu, Bo Peng, et al.
  Computation and Language (cs.CL); Software Engineering (cs.SE)
• arXiv:2611.12820
  How Well Does AI Peer Review Work? A Benchmark Built from 100 Planted Errors
  Paul Litvak
  Computation and Language (cs.CL)
• arXiv:2611.12791
  Large Language Models as a Universal Searcher for Open-World Automated Machine Learning
  Yuxuan Hu, Jihao Liu, Weikang Shi, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12763
  PORT: Preference Optimization via Robust Token-Level Reweighting
  Ding Zhu, Xiukun Wei, Tian Xie, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2611.12750
  The Narrative Gap: Can LLMs Help Us Navigate Diverse Narratives Across Languages?
  Nikhil Sharma, Kelly Marchisio, Kenton Murray, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR)
• arXiv:2611.12709
  A local language model layered with rule-based and neural detectors for clinical text de-identification: an open-source toolkit and evaluation
  Valentin Burkin
  Computation and Language (cs.CL); Computers and Society (cs.CY); Software Engineering (cs.SE)
• arXiv:2611.12691
  A Lattice-Based HMM Approach to Aruz Scansion of Ottoman Poetry
  Mehmet Emre Tiryaki
  Computation and Language (cs.CL)
• arXiv:2611.12634
  How Far Does Second-Order Linear Response Predict Quantization Mismatch? Pre-Registered Measurements on Five Language Models
  Dezhen Lu, Zixiang Ni
  Computation and Language (cs.CL); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
• arXiv:2611.12628
  Adapting Small Language Models to Romanized Nepali: Tokenizer Fertility, Reference Likelihood, and Generation Metrics
  Pujan Pant, Sagar Newpane, Hari Sitaula, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2611.12597
  Unmasking Four Knapsack Problems in the Traveling Thief Benchmark
  Mohammed Mizan Alanazi, Mahdi Khemakhem
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2611.12592
  Fairness in Explainable AI Narratives: Decomposing Social Disparities in LLM-Generated Explanations
  Wannes Van den Bulck, Sofie Goethals, David Martens
  Computation and Language (cs.CL)
• arXiv:2611.12587
  AgentOPSD: Turn-Level Credit Assignment via Recursive Belief Revision
  Yizhuo Li
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2611.12538
  Language Defaults Before Content: A Causal Layer Map of Multilingual Generation
  Shenbin Qian, Yves Scherrer
  Computation and Language (cs.CL)
• arXiv:2611.12501
  Text Grouping Changes Completion-Time Comparisons in Long-Form Simultaneous Speech Translation
  Hieu Minh Truong, Dung D. Le
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2611.12487
  Detecting AI-Authored Text in Authentic Student Writing: Evidence from PISA 2025
  Nils-Jonathan Schaller, Thorben Jansen, Olaf Köller, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12464
  Phrase-Level Speculative Decoding on a Frozen Target
  Madhusudhana Naidu
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2611.12429
  Can Frontier Auto Researchers Reconstruct Human Research Decisions in AI?
  Shengyun Si, Junjie Chu, Ye Leng, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12420
  Path-Level Structural and Semantic Alignment for Hierarchical Multi-Label Text Classification
  Xindi Wang, Aifen Xiong, Baiyang Wang, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12407
  BDBBQ: A Human-AI Collaborative Benchmark for Bengali Social Bias in LLMs
  Provat Saha, Ashika Habib Khan, Tahseen Tanha, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12392
  More Than Just Style: Benchmarking Personality Influence in Large Language Models
  Yuhao Liu, Mengyu Wang, Xiao Chen, et al.
  Computation and Language (cs.CL)
• arXiv:2611.12311
  MNN-Pocket-0.3B Technical Report
  MNN Team
  Computation and Language (cs.CL)
• arXiv:2611.12240
  Prune, Don't Merge: Expert Compression of Mixture-of-Experts LLMs on Multilingual Production Tasks
  Tomas Rasymas, Povilas Kvedaras
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2611.12197
  TrajLift: Lifting Memory Recall Trajectories with Latency-Modulated Heat Diffusion
  Jiawen Kang, Jinchao Li, Mingyu Cui, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)