stereoplegic
's Collections
Branch-Solve-Merge Improves Large Language Model Evaluation and
Generation
Paper
•
2310.15123
•
Published
•
7
Diversity of Thought Improves Reasoning Abilities of Large Language
Models
Paper
•
2310.07088
•
Published
•
5
ToolChain*: Efficient Action Space Navigation in Large Language Models
with A* Search
Paper
•
2310.13227
•
Published
•
12
Language Agent Tree Search Unifies Reasoning Acting and Planning in
Language Models
Paper
•
2310.04406
•
Published
•
8
Autonomous Tree-search Ability of Large Language Models
Paper
•
2310.10686
•
Published
•
2
Tree-Planner: Efficient Close-loop Task Planning with Large Language
Models
Paper
•
2310.08582
•
Published
•
2
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper
•
2310.12823
•
Published
•
35
SmartPlay : A Benchmark for LLMs as Intelligent Agents
Paper
•
2310.01557
•
Published
•
12
Are Human-generated Demonstrations Necessary for In-context Learning?
Paper
•
2309.14681
•
Published
•
1
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
Paper
•
2310.03710
•
Published
•
2
SELF: Language-Driven Self-Evolution for Large Language Model
Paper
•
2310.00533
•
Published
•
2
SteP: Stacked LLM Policies for Web Actions
Paper
•
2310.03720
•
Published
•
7
You Only Look at Screens: Multimodal Chain-of-Action Agents
Paper
•
2309.11436
•
Published
•
1
Lemur: Harmonizing Natural Language and Code for Language Agents
Paper
•
2310.06830
•
Published
•
30
CodePlan: Repository-level Coding using LLMs and Planning
Paper
•
2309.12499
•
Published
•
73
SCREWS: A Modular Framework for Reasoning with Revisions
Paper
•
2309.13075
•
Published
•
15
LLM Guided Inductive Inference for Solving Compositional Problems
Paper
•
2309.11688
•
Published
•
1
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form
Narrative Text Generation
Paper
•
2310.08185
•
Published
•
6
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning
Paper
•
2310.04474
•
Published
•
2
Retrieval-Generation Synergy Augmented Large Language Models
Paper
•
2310.05149
•
Published
•
1
GROVE: A Retrieval-augmented Complex Story Generation Framework with A
Forest of Evidence
Paper
•
2310.05388
•
Published
•
4
CodeChain: Towards Modular Code Generation Through Chain of
Self-revisions with Representative Sub-modules
Paper
•
2310.08992
•
Published
•
10
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Paper
•
2305.10601
•
Published
•
10
Large Language Models Are Also Good Prototypical Commonsense Reasoners
Paper
•
2309.13165
•
Published
•
1
Knowledge-Augmented Reasoning Distillation for Small Language Models in
Knowledge-Intensive Tasks
Paper
•
2305.18395
•
Published
•
1
LLM+P: Empowering Large Language Models with Optimal Planning
Proficiency
Paper
•
2304.11477
•
Published
•
3
Leveraging Pre-trained Large Language Models to Construct and Utilize
World Models for Model-based Task Planning
Paper
•
2305.14909
•
Published
•
1
Dynamic Planning with a LLM
Paper
•
2308.06391
•
Published
•
2
Generalized Planning in PDDL Domains with Pretrained Large Language
Models
Paper
•
2305.11014
•
Published
•
1
SayCanPay: Heuristic Planning with Large Language Models using Learnable
Domain Knowledge
Paper
•
2308.12682
•
Published
•
2
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via
Tool Embeddings
Paper
•
2305.11554
•
Published
•
2
Chameleon: Plug-and-Play Compositional Reasoning with Large Language
Models
Paper
•
2304.09842
•
Published
•
1
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with
Retrieval-Augmented Large Language Models
Paper
•
2309.12767
•
Published
•
1
How FaR Are Large Language Models From Agents with Theory-of-Mind?
Paper
•
2310.03051
•
Published
•
34
ReAct: Synergizing Reasoning and Acting in Language Models
Paper
•
2210.03629
•
Published
•
14
Reason for Future, Act for Now: A Principled Framework for Autonomous
LLM Agents with Provable Sample Efficiency
Paper
•
2309.17382
•
Published
•
4
Enabling Intelligent Interactions between an Agent and an LLM: A
Reinforcement Learning Approach
Paper
•
2306.03604
•
Published
•
1
A Zero-Shot Language Agent for Computer Control with Structured
Reflection
Paper
•
2310.08740
•
Published
•
14
AssistGPT: A General Multi-modal Assistant that can Plan, Execute,
Inspect, and Learn
Paper
•
2306.08640
•
Published
•
26
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought
Generation
Paper
•
2311.04254
•
Published
•
13
On the Planning, Search, and Memorization Capabilities of Large Language
Models
Paper
•
2309.01868
•
Published
•
1
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language
Model-based Agents in Real-world Systems
Paper
•
2311.11315
•
Published
•
6
PathFinder: Guided Search over Multi-Step Reasoning Paths
Paper
•
2312.05180
•
Published
•
9
ProTIP: Progressive Tool Retrieval Improves Planning
Paper
•
2312.10332
•
Published
•
7
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Paper
•
2402.01622
•
Published
•
33
ADaPT: As-Needed Decomposition and Planning with Language Models
Paper
•
2311.05772
•
Published
•
10
Graph schemas as abstractions for transfer learning, inference, and
planning
Paper
•
2302.07350
•
Published
•
1
Beyond A*: Better Planning with Transformers via Search Dynamics
Bootstrapping
Paper
•
2402.14083
•
Published
•
47
Language Models as Compilers: Simulating Pseudocode Execution Improves
Algorithmic Reasoning in Language Models
Paper
•
2404.02575
•
Published
•
47