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Agentic-imodels: Evolving agentic interpretability tools via autoresearch
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…ArXiv cs.CL Recent Papers…”
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Natural Language Processing: A Comprehensive Practical Guide from Tokenisation to RLHF
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TriBench-Ko: Evaluating LLM Risks in Judicial Workflows
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Task Vector Geometry Underlies Dual Modes of Task Inference in Transformers
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Benchmarking Parameter-Efficient Fine-Tuning of Large Language Models for Low-Resource Tajik Text Generation with the Tajik Web Corpus
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Segmenting Human-LLM Co-authored Text via Change Point Detection
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Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
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SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition
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SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification
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A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition applied on French Language
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Implicit Representations of Grammaticality in Language Models
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MRI-Eval: A Tiered Benchmark for Evaluating LLM Performance on MRI Physics and GE Scanner Operations Knowledge
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The First Token Knows: Single-Decode Confidence for Hallucination Detection
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Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction
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Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
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Automatically Finding and Validating Unexpected Side-Effects of Interventions on Language Models
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The Pinocchio Dimension: Phenomenality of Experience as the Primary Axis of LLM Psychometric Differences
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The Impossibility Triangle of Long-Context Modeling
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Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals
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Misaligned by Reward: Socially Undesirable Preferences in LLMs
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