📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2609.11913
  Distance generalization in transformers: why bother with positional encoding?
  Daniel Henrik Nevermann, Claudius Gros
  Computation and Language (cs.CL)
• arXiv:2609.11892
  Nuha-Speech: Building General-Purpose Arabic Speech-LLMs
  Yingzhi Wang, Reem Alhazzani, Muhammad Alqurishi
  Computation and Language (cs.CL)
• arXiv:2609.11878
  Domain-Specific Hallucination Detection in Large Language Models
  Varun Teja Chundru, Debasmita Biswas
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2609.11870
  Augustinian BabyLM: What Ostensive Definition Can and Cannot Teach a Small Language Model
  Lisa Bylinina
  Computation and Language (cs.CL)
• arXiv:2609.11865
  Epistemic orientation predicts legislative effectiveness among members of the US Congress
  Segun Aroyehun, Stephan Lewandowsky, David Garcia
  Computation and Language (cs.CL)
• arXiv:2609.11851
  IndicTriMix: Developing Language Identification Datasets and Models for Tri-Language Code-Mixing
  Pruthwik Mishra, Rudra Trivedi, Avi Patel, et al.
  Computation and Language (cs.CL)
• arXiv:2609.11838
  Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models
  Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif, et al.
  Computation and Language (cs.CL)
• arXiv:2609.11786
  Beyond Word Error Rate: A Switch Aware Evaluation of ASR and Audio Language Models on English Yoruba Code-Switched Speech
  Chibuzor Okocha, Christan Earl Grant
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2609.11770
  The widening evaluation gap in medical large language model research 2023 to 2026
  Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif
  Computation and Language (cs.CL)
• arXiv:2609.11769
  Recognizing Is Not Reversing: A Controlled Inversion Test of Fact-Preserving News Framing
  Yi Liu
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2609.11762
  Component-Aware Differential Privacy for Federated Multilingual Speech-LLMs
  Jordi Luque, Fernando López, Aleix Sant
  Computation and Language (cs.CL)
• arXiv:2609.11758
  RAG-Safety-Bench: Reliable Evaluation of Retrieval-Augmented LLM Safety
  Adithiyan Rajan Indira Saravanan, Kathleen C. Fraser
  Computation and Language (cs.CL); Information Retrieval (cs.IR)
• arXiv:2609.11739
  LOCUS: Task-Aware Low-Rank Post-Training for Token-Efficient Language Generation
  Dongfang Zhao
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2609.11724
  The Eloquence submission for Task 2 of the Interspeech 2026 MLC-SLM challenge
  Jordi Luque, Lorenzo Concina, Marco Matassoni, et al.
  Computation and Language (cs.CL)
• arXiv:2609.11699
  Negative Self-Distillation: Learning to Reason by Avoiding Flaws
  Rongcan Pei, Zhepei Wei, Shuyao Xu, et al.
  Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2609.11687
  Structured Transforms for Low-Overhead Quantization of Language Models
  Daria Cherniuk, Alexander Rudikov, Boris Kashin, et al.
  Computation and Language (cs.CL)
• arXiv:2609.11620
  A Training-Free, Alignment-Free Approach to Corporate Intelligence: Application to SEC Filings
  Jean-François Delpech
  Computation and Language (cs.CL)
• arXiv:2609.11545
  Complex-Text Robustness Evaluation and Failure Diagnosis for Low-Resource Multilingual Text-to-Speech
  Tianlun Zuo, Ziyu Zhang, Tingzhi Mao, et al.
  Computation and Language (cs.CL); Sound (cs.SD)
• arXiv:2609.11505
  Structural priors for data-efficient language learning
  Yana Veitsman, Jonas Mayer Martins, Jonathan Lautenschlager, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2609.11460
  ReGround: Grounding Reviewer Comments in Multimodal Evidence
  Serwar Basch, Lizhen Qu, Iryna Gurevych
  Computation and Language (cs.CL); Information Retrieval (cs.IR)
• arXiv:2609.11450
  Cross-Lingual Clinical Annotation Projection as Constrained Text Generation: A Six-Language Study
  Álvaro Rey-Blanes, Francisco J. Moreno-Barea, Francisco J. Veredas
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2609.11414
  SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations
  Yu Wang, Yuchen Li, Rui Kong, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
• arXiv:2609.11399
  TransClean: A Benchmark for Detecting and Extracting Clean Translations from Large Language Model Outputs
  Shenbin Qian, Yves Scherrer
  Computation and Language (cs.CL)
• arXiv:2609.11355
  SEAR: Segment-Evidence-Aware Routing for Weak-to-Strong Multilingual Speech MCQ
  Huy Hoang Le, Long-Bao Nguyen, Minh Tri Dao
  Computation and Language (cs.CL); Sound (cs.SD)
• arXiv:2609.11335
  On the Impact of Anonymization on the Performance of Large Language Models
  Tobias Deußer, Max Hahnbück, Lorenz Sparrenberg, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)