Image de couverture de livre

Unused information in token probability distribution of generative LLM: improving LLM reading comprehension through calculation of expected values

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Zawistowski, Krystian
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Not too long do read: Evaluating LLM-generated extreme scientific summaries
par: Lyu, Zhuoqi, et autres
Publié: (2025)

Prediction hubs are context-informed frequent tokens in LLMs
par: Nielsen, Beatrix M. G., et autres
Publié: (2025)

AnomaLLMy -- Detecting anomalous tokens in black-box LLMs through low-confidence single-token predictions
par: Witold, Waligóra
Publié: (2024)

LLMzSzŁ: a comprehensive LLM benchmark for Polish
par: Jassem, Krzysztof, et autres
Publié: (2025)

LLM generation novelty through the lens of semantic similarity
par: Davydov, Philipp, et autres
Publié: (2025)

A comprehensive study of LLM-based argument classification: from Llama through DeepSeek to GPT-5.2
par: Pietroń, Marcin, et autres
Publié: (2026)

Not all tokens are created equal: Perplexity Attention Weighted Networks for AI generated text detection
par: Miralles-González, Pablo, et autres
Publié: (2025)

An evaluation of LLM code generation capabilities through graded exercises
par: Jiménez, Álvaro Barbero
Publié: (2024)

A comprehensive study of LLM-based argument classification: from LLAMA through GPT-4o to Deepseek-R1
par: Pietroń, Marcin, et autres
Publié: (2025)

Gender Bias in LLM-generated Interview Responses
par: Kong, Haein, et autres
Publié: (2024)

Learning to Summarize from LLM-generated Feedback
par: Song, Hwanjun, et autres
Publié: (2024)

Benchmark of stylistic variation in LLM-generated texts
par: Milička, Jiří, et autres
Publié: (2025)

Semantic uncertainty in advanced decoding methods for LLM generation
par: Foodeei, Darius, et autres
Publié: (2025)

Multi-Agent LLM Judge: automatic personalized LLM judge design for evaluating natural language generation applications
par: Cao, Hongliu, et autres
Publié: (2025)

Jacobian Scopes: token-level causal attributions in LLMs
par: Liu, Toni J. B., et autres
Publié: (2026)

AutoHarness: improving LLM agents by automatically synthesizing a code harness
par: Lou, Xinghua, et autres
Publié: (2026)

Pragmatic Reasoning improves LLM Code Generation
par: Cao, Zhuchen, et autres
Publié: (2025)

CLAWS:Creativity detection for LLM-generated solutions using Attention Window of Sections
par: Kim, Keuntae, et autres
Publié: (2025)

LLM-as-a-qualitative-judge: automating error analysis in natural language generation
par: Chirkova, Nadezhda, et autres
Publié: (2025)

Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation
par: Macko, Dominik, et autres
Publié: (2025)

The pitfalls of next-token prediction
par: Bachmann, Gregor, et autres
Publié: (2024)

Looking beyond the next token
par: Thankaraj, Abitha, et autres
Publié: (2025)

Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
par: Light, Jonathan, et autres
Publié: (2024)

Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data
par: Ignat, Oana, et autres
Publié: (2024)

The "LLM World of Words" English free association norms generated by large language models
par: Abramski, Katherine, et autres
Publié: (2024)

Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"?
par: Liu, Tong, et autres
Publié: (2023)

Improving LLM Reasoning through Interpretable Role-Playing Steering
par: Wang, Anyi, et autres
Publié: (2025)

Enhancing Debunking Effectiveness through LLM-based Personality Adaptation
par: Dell'Oglio, Pietro, et autres
Publié: (2026)

Characterizing Delusional Spirals through Human-LLM Chat Logs
par: Moore, Jared, et autres
Publié: (2026)

On the token distance modeling ability of higher RoPE attention dimension
par: Hong, Xiangyu, et autres
Publié: (2024)

How good is my story? Towards quantitative metrics for evaluating LLM-generated XAI narratives
par: Ichmoukhamedov, Timour, et autres
Publié: (2024)

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
par: Binici, Kuluhan, et autres
Publié: (2024)

Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement
par: Ye, Liqin, et autres
Publié: (2025)

The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation
par: Gouvert, Olivier, et autres
Publié: (2025)

GameArena: Evaluating LLM Reasoning through Live Computer Games
par: Hu, Lanxiang, et autres
Publié: (2024)

Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis
par: Djiré, Albérick Euraste, et autres
Publié: (2025)

LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess
par: Kolasani, Sai, et autres
Publié: (2025)

Safety Compliance: Rethinking LLM Safety Reasoning through the Lens of Compliance
par: Hu, Wenbin, et autres
Publié: (2025)

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
par: Gemini Team, et autres
Publié: (2024)

Scaled and Inter-token Relation Enhanced Transformer for Sample-restricted Residential NILM
par: Rahman, Minhajur, et autres
Publié: (2024)