Calibrated Confidence Estimation for Tabular Question Answering
Fuente:
arXiv
Saved in:
| Main Author: | Voss, Lukas |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Entropy-Based Measurement of Value Drift and Alignment Work in Large Language Models
by: Fadli, Samih
Published: (2025)
by: Fadli, Samih
Published: (2025)
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
by: Hashemi, Helia, et al.
Published: (2024)
by: Hashemi, Helia, et al.
Published: (2024)
Character-Level Transformer for Tajik-Persian Transliteration with a Parallel Lexical Corpus
by: Arabov, Mullosharaf K.
Published: (2026)
by: Arabov, Mullosharaf K.
Published: (2026)
Mitigating Cross-Lingual Cultural Inconsistencies in LLMs via Consensus-Driven Preference Optimisation
by: Resck, Lucas, et al.
Published: (2026)
by: Resck, Lucas, et al.
Published: (2026)
EmoLoom-2B: Fast Base-Model Screening for Emotion Classification and VAD with Lexicon-Weak Supervision and KV-Off Evaluation
by: Li, Zilin, et al.
Published: (2026)
by: Li, Zilin, et al.
Published: (2026)
TRiMS: Real-Time Tracking of Minimal Sufficient Length for Efficient Reasoning via RL
by: Bian, Tingcheng, et al.
Published: (2026)
by: Bian, Tingcheng, et al.
Published: (2026)
D-COT: Disciplined Chain-of-Thought Learning for Efficient Reasoning in Small Language Models
by: Ubukata, Shunsuke
Published: (2026)
by: Ubukata, Shunsuke
Published: (2026)
Layer-Aware Embedding Fusion for LLMs in Text Classifications
by: Gwak, Jiho, et al.
Published: (2025)
by: Gwak, Jiho, et al.
Published: (2025)
KSHSeek: Data-Driven Approaches to Mitigating and Detecting Knowledge-Shortcut Hallucinations in Generative Models
by: Liu, Zhongxin, et al.
Published: (2025)
by: Liu, Zhongxin, et al.
Published: (2025)
On the Influence of Discourse Relations in Persuasive Texts
by: Turk, Nawar, et al.
Published: (2025)
by: Turk, Nawar, et al.
Published: (2025)
Towards Alignment-Centric Paradigm: A Survey of Instruction Tuning in Large Language Models
by: Han, Xudong, et al.
Published: (2025)
by: Han, Xudong, et al.
Published: (2025)
Emergent Lexical Semantics in Neural Language Models: Testing Martin's Law on LLM-Generated Text
by: Kugler, Kai
Published: (2025)
by: Kugler, Kai
Published: (2025)
Bridging the Gap: An Intermediate Language for Enhanced and Cost-Effective Grapheme-to-Phoneme Conversion with Homographs with Multiple Pronunciations Disambiguation
by: Bertina, Abbas, et al.
Published: (2025)
by: Bertina, Abbas, et al.
Published: (2025)
Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning
by: Zhang, Bowen, et al.
Published: (2025)
by: Zhang, Bowen, et al.
Published: (2025)
MCP: A Control-Theoretic Orchestration Framework for Synergistic Efficiency and Interpretability in Multimodal Large Language Models
by: Zhang, Luyan
Published: (2025)
by: Zhang, Luyan
Published: (2025)
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation
by: Zhou, Yue, et al.
Published: (2025)
by: Zhou, Yue, et al.
Published: (2025)
QuAnTS: Question Answering on Time Series
by: Divo, Felix, et al.
Published: (2025)
by: Divo, Felix, et al.
Published: (2025)
Distilling Self-Consistency into Verbal Confidence: A Pre-Registered Negative Result and Post-Hoc Rescue on Gemma 3 4B
by: Cacioli, Jon-Paul
Published: (2026)
by: Cacioli, Jon-Paul
Published: (2026)
When Persuasion Overrides Truth in Multi-Agent LLM Debates: Introducing a Confidence-Weighted Persuasion Override Rate (CW-POR)
by: Agarwal, Mahak, et al.
Published: (2025)
by: Agarwal, Mahak, et al.
Published: (2025)
Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
by: Jayawardhana, Mayuka, et al.
Published: (2025)
by: Jayawardhana, Mayuka, et al.
Published: (2025)
A Graph-based RAG for Energy Efficiency Question Answering
by: Campi, Riccardo, et al.
Published: (2025)
by: Campi, Riccardo, et al.
Published: (2025)
Training Language Models to Use Prolog as a Tool
by: Mellgren, Niklas, et al.
Published: (2025)
by: Mellgren, Niklas, et al.
Published: (2025)
Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning
by: Yang, Shan
Published: (2026)
by: Yang, Shan
Published: (2026)
SAGE: A Strategy-Aware Graph-Enhanced Generation Framework For Online Counseling
by: Aharon, Eliya Naomi, et al.
Published: (2026)
by: Aharon, Eliya Naomi, et al.
Published: (2026)
TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation
by: Du, Bangde, et al.
Published: (2025)
by: Du, Bangde, et al.
Published: (2025)
Learning the meanings of function words from grounded language using a visual question answering model
by: Portelance, Eva, et al.
Published: (2023)
by: Portelance, Eva, et al.
Published: (2023)
MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization
by: Jouneghani, Maziar Kianimoghadam
Published: (2026)
by: Jouneghani, Maziar Kianimoghadam
Published: (2026)
Statistical Scouting Finds Debate-Safe but Not Debate-Useful Cases: A Matched-Ceiling Study of Open-Weight LLM Reasoning Protocols
by: Hu, Julia, et al.
Published: (2026)
by: Hu, Julia, et al.
Published: (2026)
PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues
by: Kajare, Prajwal Vijay, et al.
Published: (2026)
by: Kajare, Prajwal Vijay, et al.
Published: (2026)
propella-1: Multi-Property Document Annotation for LLM Data Curation at Scale
by: Idahl, Maximilian, et al.
Published: (2026)
by: Idahl, Maximilian, et al.
Published: (2026)
Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production
by: Gonzalez, Alberto Andres Valdes
Published: (2026)
by: Gonzalez, Alberto Andres Valdes
Published: (2026)
Computational Economics in Large Language Models: Exploring Model Behavior and Incentive Design under Resource Constraints
by: Reddy, Sandeep, et al.
Published: (2025)
by: Reddy, Sandeep, et al.
Published: (2025)
HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools
by: Garg, Aashna, et al.
Published: (2026)
by: Garg, Aashna, et al.
Published: (2026)
Quantization-Robust LLM Unlearning via Low-Rank Adaptation
by: Abitante, João Vitor Boer, et al.
Published: (2026)
by: Abitante, João Vitor Boer, et al.
Published: (2026)
Exemplar Retrieval Without Overhypothesis Induction: Limits of Distributional Sequence Learning in Early Word Learning
by: Cacioli, Jon-Paul
Published: (2026)
by: Cacioli, Jon-Paul
Published: (2026)
Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning
by: Steele, Brady
Published: (2026)
by: Steele, Brady
Published: (2026)
OCRR: A Benchmark for Online Correction Recovery under Distribution Shift
by: Grassi, Adrian
Published: (2026)
by: Grassi, Adrian
Published: (2026)
Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility
by: Szilvasy, Gergely, et al.
Published: (2026)
by: Szilvasy, Gergely, et al.
Published: (2026)
Align and Shine: Building High-Quality Sentence-Aligned Corpora for Multilingual Text Simplification
by: Hilasaca, Kenji, et al.
Published: (2026)
by: Hilasaca, Kenji, et al.
Published: (2026)
Ouroboros: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation
by: Jaber, Jaber, et al.
Published: (2026)
by: Jaber, Jaber, et al.
Published: (2026)
Similar Items
-
Entropy-Based Measurement of Value Drift and Alignment Work in Large Language Models
by: Fadli, Samih
Published: (2025) -
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
by: Hashemi, Helia, et al.
Published: (2024) -
Character-Level Transformer for Tajik-Persian Transliteration with a Parallel Lexical Corpus
by: Arabov, Mullosharaf K.
Published: (2026) -
Mitigating Cross-Lingual Cultural Inconsistencies in LLMs via Consensus-Driven Preference Optimisation
by: Resck, Lucas, et al.
Published: (2026) -
EmoLoom-2B: Fast Base-Model Screening for Emotion Classification and VAD with Lexicon-Weak Supervision and KV-Off Evaluation
by: Li, Zilin, et al.
Published: (2026)