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Collections including paper arxiv:2403.05440

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 33
Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches

Paper • 2211.16285 • Published Nov 29, 2022
Similarity-Based Domain Adaptation with LLMs

Paper • 2503.05281 • Published Mar 7, 2025

Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning

Paper • 2402.16829 • Published Feb 26, 2024
Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published Apr 25, 2024 • 55
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 116

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 25
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Similarity search

Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation

Paper • 2305.13648 • Published May 23, 2023

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 33
Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches

Paper • 2211.16285 • Published Nov 29, 2022
Similarity-Based Domain Adaptation with LLMs

Paper • 2503.05281 • Published Mar 7, 2025

Similarity search

Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation

Paper • 2305.13648 • Published May 23, 2023

Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8, 2024 • 3
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning

Paper • 2402.16829 • Published Feb 26, 2024
Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published Apr 25, 2024 • 55
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 116

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 25
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

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