Collections

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

Paper • 2403.04746 • Published Mar 7, 2024 • 22
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 13
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 17

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Evaluating Very Long-Term Conversational Memory of LLM Agents

Paper • 2402.17753 • Published Feb 27, 2024 • 18
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

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

Paper • 2402.16837 • Published Feb 26, 2024 • 24
Divide-or-Conquer? Which Part Should You Distill Your LLM?

Paper • 2402.15000 • Published Feb 22, 2024 • 22

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

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

ibm/AttaQ

snorkelai/snorkel-curated-instruction-tuning

corbyrosset/researchy_questions

argilla/ultrafeedback-binarized-preferences

Evaluating Very Long-Term Conversational Memory of LLM Agents

StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

Do Large Language Models Latently Perform Multi-Hop Reasoning?

Divide-or-Conquer? Which Part Should You Distill Your LLM?

PALO: A Polyglot Large Multimodal Model for 5B People

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

User-LLM: Efficient LLM Contextualization with User Embeddings

Coercing LLMs to do and reveal (almost) anything

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

The FinBen: An Holistic Financial Benchmark for Large Language Models

Instruction-tuned Language Models are Better Knowledge Learners

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

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

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Self-Rewarding Language Models

ReFT: Reasoning with Reinforced Fine-Tuning

Tuning Language Models by Proxy

TrustLLM: Trustworthiness in Large Language Models

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

Training Chain-of-Thought via Latent-Variable Inference

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

AppAgent: Multimodal Agents as Smartphone Users

GAIA: a benchmark for General AI Assistants

ToolTalk: Evaluating Tool-Usage in a Conversational Setting

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

An Embodied Generalist Agent in 3D World

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

Training Chain-of-Thought via Latent-Variable Inference

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts