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Collections including paper arxiv:2402.05120

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20 • 16
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20 • 10
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 64

User-LLM: Efficient LLM Contextualization with User Embeddings

Paper • 2402.13598 • Published Feb 21 • 18
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 99
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 38
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15 • 17
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15 • 35

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109
K-Level Reasoning with Large Language Models

Paper • 2402.01521 • Published Feb 2 • 17
Voyager: An Open-Ended Embodied Agent with Large Language Models

Paper • 2305.16291 • Published May 25, 2023 • 9

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51
An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8 • 27
In-Context Principle Learning from Mistakes

Paper • 2402.05403 • Published Feb 8 • 14

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51
UFO: A UI-Focused Agent for Windows OS Interaction

Paper • 2402.07939 • Published Feb 8 • 13
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6 • 17
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5 • 26

Crowds / ToT / Quorum

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51

Question Aware Vision Transformer for Multimodal Reasoning

Paper • 2402.05472 • Published Feb 8 • 7
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 38
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue

Paper • 2402.05930 • Published Feb 8 • 39
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5 • 12
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51
Scaling Laws for Forgetting When Fine-Tuning Large Language Models

Paper • 2401.05605 • Published Jan 11
Aligning Large Language Models with Counterfactual DPO

Paper • 2401.09566 • Published Jan 17 • 2

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