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Collections including paper arxiv:2311.09277

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 69
mosaicml/mpt-7b-storywriter

Text Generation • Updated Mar 5 • 9.54k • 797
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published 21 days ago • 25

Some of the Papers I've Read

A few of the research papers that I've read.

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 8
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 69
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 38

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Paper • 2312.06585 • Published Dec 11, 2023 • 26
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent

Paper • 2312.08926 • Published Dec 14, 2023 • 7

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
bigcode/starcoder

Text Generation • Updated Mar 21 • 23.2k • 2.73k

Weekly reading selection

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying

Paper • 2311.09578 • Published Nov 16, 2023 • 12
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 5
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 5

Instruction-Following Evaluation for Large Language Models

Paper • 2311.07911 • Published Nov 14, 2023 • 17
Prompt Engineering a Prompt Engineer

Paper • 2311.05661 • Published Nov 9, 2023 • 19
Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31

UT5: Pretraining Non autoregressive T5 with unrolled denoising

Paper • 2311.08552 • Published Nov 14, 2023 • 6
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations

Paper • 2311.08469 • Published Nov 14, 2023 • 10
Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 27

Graph Reasoning

Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts

Paper • 2401.14295 • Published Jan 25 • 3
A Latent Space Theory for Emergent Abilities in Large Language Models

Paper • 2304.09960 • Published Apr 19, 2023 • 3
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning

Paper • 2310.01061 • Published Oct 2, 2023 • 2
Large Language Models as Analogical Reasoners

Paper • 2310.01714 • Published Oct 3, 2023 • 14

Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 4
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Paper • 2310.04474 • Published Oct 6, 2023 • 2
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Paper • 2310.08101 • Published Oct 12, 2023 • 1
Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance

Paper • 2310.02107 • Published Oct 3, 2023 • 3

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 • 72
Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 14

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