:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Sevinc, Arda, Gumus, Abdurrahman
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2412.06975
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models
by: Irwin, Lucas, et al.
Published: (2025)

GRAD: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning
by: Gabouj, Oussama, et al.
Published: (2025)

Automatic Combination of Sample Selection Strategies for Few-Shot Learning
by: Pecher, Branislav, et al.
Published: (2024)

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
by: Taranukhin, Maksym, et al.
Published: (2024)

Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning
by: Tang, Jingyao, et al.
Published: (2025)

LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting
by: Li, Yewen, et al.
Published: (2026)

Graph-DPEP: Decomposed Plug and Ensemble Play for Few-Shot Document Relation Extraction with Graph-of-Thoughts Reasoning
by: Zhang, Tao, et al.
Published: (2024)

Unraveling the Capabilities of Language Models in News Summarization
by: Odabaşı, Abdurrahman, et al.
Published: (2025)

AutoMix: Automatically Mixing Language Models
by: Aggarwal, Pranjal, et al.
Published: (2023)

Language Models are Few-Shot Graders
by: Zhao, Chenyan, et al.
Published: (2025)

Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
by: Liu, Menglin, et al.
Published: (2024)

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning
by: Chen, Po-Chun, et al.
Published: (2026)

A Decomposition Perspective to Long-context Reasoning for LLMs
by: Xiao, Yanling, et al.
Published: (2026)

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning
by: He, Yang, et al.
Published: (2025)

ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning
by: Yue, Murong, et al.
Published: (2025)

Safety Recovery in Reasoning Models Is Only a Few Early Steering Steps Away
by: Ghosal, Soumya Suvra, et al.
Published: (2026)

Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
by: Zhao, Zirui, et al.
Published: (2024)

AutoMetrics: Approximate Human Judgements with Automatically Generated Evaluators
by: Ryan, Michael J., et al.
Published: (2025)

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning
by: Yu, Qifan, et al.
Published: (2025)

Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators
by: Ko, Jongwoo, et al.
Published: (2025)

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
by: Nagar, Aishik, et al.
Published: (2024)

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing
by: Liu, Hongjun, et al.
Published: (2025)

PLHF: Prompt Optimization with Few-Shot Human Feedback
by: Yang, Chun-Pai, et al.
Published: (2025)

Mask-guided BERT for Few Shot Text Classification
by: Liao, Wenxiong, et al.
Published: (2023)

Simulated Reasoning is Reasoning
by: Kempt, Hendrik, et al.
Published: (2026)

AutoPatent: A Multi-Agent Framework for Automatic Patent Generation
by: Wang, Qiyao, et al.
Published: (2024)

Benchmarking Open-Source Large Language Models for Persian in Zero-Shot and Few-Shot Learning
by: Cherakhloo, Mahdi, et al.
Published: (2025)

Few-Shot Recalibration of Language Models
by: Li, Xiang Lisa, et al.
Published: (2024)

LLMs Are Few-Shot In-Context Low-Resource Language Learners
by: Cahyawijaya, Samuel, et al.
Published: (2024)

Dynamic Few-Shot Learning for Knowledge Graph Question Answering
by: D'Abramo, Jacopo, et al.
Published: (2024)

Bridging Language Gaps: Enhancing Few-Shot Language Adaptation
by: Borchert, Philipp, et al.
Published: (2025)

Language Model Representations for Efficient Few-Shot Tabular Classification
by: Kang, Inwon, et al.
Published: (2026)

Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction
by: Gedeon, Máté
Published: (2025)

AutoLife: Automatic Life Journaling with Smartphones and LLMs
by: Xu, Huatao, et al.
Published: (2024)

Automatic Control With Human-Like Reasoning: Exploring Language Model Embodied Air Traffic Agents
by: Andriuškevičius, Justas, et al.
Published: (2024)

Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning
by: Wu, Jingtian, et al.
Published: (2025)

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition
by: Chen, Yanyu, et al.
Published: (2026)

Better by Comparison: Retrieval-Augmented Contrastive Reasoning for Automatic Prompt Optimization
by: Lee, Juhyeon, et al.
Published: (2025)

AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
by: Liu, Yuliang, et al.
Published: (2025)

Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework
by: Aswani, Krishna, et al.
Published: (2024)