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Collections including paper arxiv:2402.10466

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

Evaluating Very Long-Term Conversational Memory of LLM Agents

Paper • 2402.17753 • Published Feb 27, 2024 • 19
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

Paper • 2402.16671 • Published Feb 26, 2024 • 27
Do Large Language Models Latently Perform Multi-Hop Reasoning?

Paper • 2402.16837 • Published Feb 26, 2024 • 29
Divide-or-Conquer? Which Part Should You Distill Your LLM?

Paper • 2402.15000 • Published Feb 22, 2024 • 23

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 26
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20, 2024 • 50

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 152
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 244
ToolTalk: Evaluating Tool-Usage in a Conversational Setting

Paper • 2311.10775 • Published Nov 15, 2023 • 9
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
An Embodied Generalist Agent in 3D World

Paper • 2311.12871 • Published Nov 18, 2023 • 8

ibm-research/AttaQ

Viewer • Updated Jan 26, 2024 • 1.4k • 257 • 22
snorkelai/snorkel-curated-instruction-tuning

Preview • Updated Mar 11, 2024 • 39 • 11
corbyrosset/researchy_questions

Viewer • Updated Feb 29, 2024 • 96.4k • 315 • 36
argilla/ultrafeedback-binarized-preferences

Viewer • Updated Nov 30, 2023 • 63.6k • 261 • 81

PALO: A Polyglot Large Multimodal Model for 5B People

Paper • 2402.14818 • Published Feb 22, 2024 • 23
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116
User-LLM: Efficient LLM Contextualization with User Embeddings

Paper • 2402.13598 • Published Feb 21, 2024 • 21
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Paper • 2402.05140 • Published Feb 6, 2024 • 23
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

Paper • 2310.06504 • Published Oct 10, 2023 • 1
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

Interesting Papers

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Paper • 2312.04474 • Published Dec 7, 2023 • 34
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 32
AppAgent: Multimodal Agents as Smartphone Users

Paper • 2312.13771 • Published Dec 21, 2023 • 54

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Paper • 2310.11954 • Published Oct 18, 2023 • 25
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Paper • 2401.16158 • Published Jan 29, 2024 • 20
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

ibm-research/AttaQ

Viewer • Updated Jan 26, 2024 • 1.4k • 257 • 22
snorkelai/snorkel-curated-instruction-tuning

Preview • Updated Mar 11, 2024 • 39 • 11
corbyrosset/researchy_questions

Viewer • Updated Feb 29, 2024 • 96.4k • 315 • 36
argilla/ultrafeedback-binarized-preferences

Viewer • Updated Nov 30, 2023 • 63.6k • 261 • 81

Evaluating Very Long-Term Conversational Memory of LLM Agents

Paper • 2402.17753 • Published Feb 27, 2024 • 19
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

Paper • 2402.16671 • Published Feb 26, 2024 • 27
Do Large Language Models Latently Perform Multi-Hop Reasoning?

Paper • 2402.16837 • Published Feb 26, 2024 • 29
Divide-or-Conquer? Which Part Should You Distill Your LLM?

Paper • 2402.15000 • Published Feb 22, 2024 • 23

PALO: A Polyglot Large Multimodal Model for 5B People

Paper • 2402.14818 • Published Feb 22, 2024 • 23
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116
User-LLM: Efficient LLM Contextualization with User Embeddings

Paper • 2402.13598 • Published Feb 21, 2024 • 21
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 26
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20, 2024 • 50

Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Paper • 2402.05140 • Published Feb 6, 2024 • 23
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

Paper • 2310.06504 • Published Oct 10, 2023 • 1
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 152
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Interesting Papers

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Paper • 2312.04474 • Published Dec 7, 2023 • 34
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 32
AppAgent: Multimodal Agents as Smartphone Users

Paper • 2312.13771 • Published Dec 21, 2023 • 54

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 244
ToolTalk: Evaluating Tool-Usage in a Conversational Setting

Paper • 2311.10775 • Published Nov 15, 2023 • 9
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
An Embodied Generalist Agent in 3D World

Paper • 2311.12871 • Published Nov 18, 2023 • 8

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Paper • 2310.11954 • Published Oct 18, 2023 • 25
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Paper • 2401.16158 • Published Jan 29, 2024 • 20
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

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