📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2610.32982
  The Language of Instruction: Genre and Generative AI
  James E. Dobson
  Computation and Language (cs.CL); Computers and Society (cs.CY)
• arXiv:2610.32955
  Measure Before You Train: Typed Decision Models vs. a Classical Baseline vs. a Generative LLM for Routing a Personal Multilingual Inbox
  Federico Lucca
  Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
• arXiv:2610.32933
  Yalda-Embedding: Open Development of a Competitive Persian Retrieval Model
  Yalda Taheri, Mohammad Hassan Heydari, Armon Rasooli
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2610.32921
  Adaptive Frequency Threshold Byte Pair Encoding for Mixed Natural Language and Structured Symbolic Corpora
  Pietro Di Nicco, Lucio La Cava, Andrea Tagarelli
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2610.32871
  J-Comm: Jacobian-Guided Latent Communication between LLM Agents
  Xiangwei Wang, Wei Wang, Sachith Seneviratne, et al.
  Computation and Language (cs.CL); Multiagent Systems (cs.MA)
• arXiv:2610.32842
  Communicating with the Entire Population: Machine Translation of Emergency Alerts and Warnings
  Jen Wilson, Vipasha Bansal, William D. Lewis
  Computation and Language (cs.CL)
• arXiv:2610.32817
  KrishokTech: A Bengali Agricultural Advisory System with Explicit Authorization Controls
  Khan Raiyan Ibne Reza, Sanjana Aktar Maria, Shakil Ahmed, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32802
  Frontier-OPD: Discovering the Edge of Agent Capability and Teaching Agents to Go Beyond
  Zheng Jiang, Yiming Chen, Houde Qian, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32796
  ParaTaxe: a Suite of Tools for Processing and Publishing Multi-parallel Corpora
  Olivier Kraif (LIDILEM), Cyrille François (UNIL), Elnaz Jalilian (LIDILEM), et al.
  Computation and Language (cs.CL)
• arXiv:2610.32781
  Every Edge Needs a Quote: Building a Quote-Grounded Knowledge Graph of Healthcare Software Adoption with Language-Model Agents
  Juan Felipe Duran, Arthur Tobler, Martin Vallières
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
• arXiv:2610.32770
  On-Policy Self-Training: Data-Free Self-Improvement in Large Language Models
  Leon Sick, Lukas Hoyer, Yannick Strümpler, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2610.32725
  Ontology-Guided Knowledge Graph Construction from Structured Metadata and Climate Science Publications
  Aayush Acharya, Qi Zhang, Eduard Dragut, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2610.32702
  CounselPlex: A Stressor-Aware Full-Duplex Counseling Model
  Yeonju Kim, Bella Godiva, Yong Man Ro
  Computation and Language (cs.CL); Sound (cs.SD)
• arXiv:2610.32691
  Natural Language Autoencoders Identify Without Explaining
  Kristina Šekrst, Barbara Geld
  Computation and Language (cs.CL)
• arXiv:2610.32679
  When is more search useful? An Empirical Study of Search Utility in Quality-Aware Decoding for Machine Translation
  Javier Garcia Gilabert, Rico Sennrich, André F. T. Martins
  Computation and Language (cs.CL)
• arXiv:2610.32637
  Residual Expert Routing for Text-Only Domain Adaptation of Factorized Transducer ASR
  Shashi Kumar, Esaú Villatoro-Tello, Thibault Bañeras-Roux, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32575
  PHYRD: A Living Benchmark for Reproducing and Extending Theoretical Physics Research
  Qituan Zhang, Guo Chen, Linfeng Zhang, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32572
  Pseudo-Labels as Rewards, Not Targets: Group-Relative Policy Optimization for Semi-Supervised ASR
  Shashi Kumar, Yanis Labrak, Sergio Burdisso, et al.
  Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
• arXiv:2610.32515
  Analysing Austrian Parliamentary Speeches by Predicting Party Affiliations
  Sarah Sulollari, Vanja Karan, Benjamin Roth
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
• arXiv:2610.32513
  The Punjabi Geet Toxicity Dataset (PGT-FG): Fine-Grained Multimodal Annotations for Toxic Content in Punjabi Songs
  Lakhjeet Kaur, Jaspreet Kaur, Komal Rani, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32463
  Reading Between the Layers: Cross-Modal Alignment and Representational Hierarchy in Vision Transformers
  Sugam Karki, Raúl Vázquez, Yova Kementchedjhieva
  Computation and Language (cs.CL)
• arXiv:2610.32443
  Decoupling Patient Personas and Clinical Workflows: A Dual-Agent Approach to Realistic Medical Dialogue Generation
  Qiyuan Li, Xiaomei Guo, Chao Gao, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2610.32441
  SCI-AGENT-EXAM: Benchmarking Agents on Scientific Research Tasks
  Tianyun Zhong, Wei Wang, Jialin Li, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32435
  Profile-Driven User Simulation via Reinforcement Learning with Hierarchical Rewards for Task-Oriented Dialogues
  Juan Li, Fangshu Chang, Xinyi Jiang, et al.
  Computation and Language (cs.CL)
• arXiv:2610.32415
  Can LLM Annotators Match Human Consistency? Benchmarking Human Agreement and Optimizing Multi-Agent with Contrastive Knowledge
  Xiaopeng Ke, Zhixin Wang, Xuebo Liu, et al.
  Computation and Language (cs.CL)