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Collections including paper arxiv:2401.04398

Effective Distillation of Table-based Reasoning Ability from LLMs

Paper • 2309.13182 • Published Sep 22, 2023 • 1
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 37
Tab-CoT: Zero-shot Tabular Chain of Thought

Paper • 2305.17812 • Published May 28, 2023 • 2
GitTables: A Large-Scale Corpus of Relational Tables

Paper • 2106.07258 • Published Jun 14, 2021 • 1

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Paper • 2310.04484 • Published Oct 6, 2023 • 4
Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 4
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 73
Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 14

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

Paper • 2310.15123 • Published Oct 23, 2023 • 6
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 17
Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection

Paper • 2310.05035 • Published Oct 8, 2023 • 1
Chain-of-Thought Reasoning is a Policy Improvement Operator

Paper • 2309.08589 • Published Sep 15, 2023 • 1

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 84
LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 61
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 37
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 94

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 26
MindAgent: Emergent Gaming Interaction

Paper • 2309.09971 • Published Sep 18, 2023 • 11
Cure the headache of Transformers via Collinear Constrained Attention

Paper • 2309.08646 • Published Sep 15, 2023 • 12
Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

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