Shunyu Yao | DeepAI

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∙ 09/05/2023

Cognitive Architectures for Language Agents

Recent efforts have incorporated large language models (LLMs) with exter...

0 Theodore Sumers, et al. ∙

∙ 09/04/2023

Understanding and Optimizing Serverless Workloads in CXL-Enabled Tiered Memory

Recent Serverless workloads tend to be largescaled/CPU-memory intensive,...

0 Yuze Li, et al. ∙

∙ 07/17/2023

COLLIE: Systematic Construction of Constrained Text Generation Tasks

Text generation under constraints have seen increasing interests in natu...

0 Shunyu Yao, et al. ∙

∙ 06/26/2023

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

Humans write code in a fundamentally interactive manner and rely on cons...

0 John Yang, et al. ∙

∙ 05/24/2023

Referral Augmentation for Zero-Shot Information Retrieval

We propose Referral-Augmented Retrieval (RAR), a simple technique that c...

0 Michael Tang, et al. ∙

∙ 05/17/2023

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Language models are increasingly being deployed for general problem solv...

0 Shunyu Yao, et al. ∙

∙ 05/17/2023

Personality Understanding of Fictional Characters during Book Reading

Comprehending characters' personalities is a crucial aspect of story rea...

0 Mo Yu, et al. ∙

∙ 04/19/2023

EC^2: Emergent Communication for Embodied Control

Embodied control requires agents to leverage multi-modal pre-training to...

0 Yao Mu, et al. ∙

∙ 10/15/2022

Revisiting the Roles of "Text" in Text Games

Text games present opportunities for natural language understanding (NLU...

9 Yi Gu, et al. ∙

∙ 10/06/2022

ReAct: Synergizing Reasoning and Acting in Language Models

While large language models (LLMs) have demonstrated impressive capabili...

7 Shunyu Yao, et al. ∙

∙ 07/04/2022

WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Existing benchmarks for grounding language in interactive environments e...

0 Shunyu Yao, et al. ∙

∙ 04/16/2022

TVShowGuess: Character Comprehension in Stories as Speaker Guessing

We propose a new task for assessing machines' skills of understanding fi...

9 Yisi Sang, et al. ∙

∙ 03/15/2022

DialogueNeRF: Towards Realistic Avatar Face-to-face Conversation Video Generation

Conversation is an essential component of virtual avatar activities in t...

10 Zanwei Zhou, et al. ∙

∙ 01/04/2022

Multi-Stage Episodic Control for Strategic Exploration in Text Games

Text adventure games present unique challenges to reinforcement learning...

3 Jens Tuyls, et al. ∙

∙ 01/03/2022

DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering

While recent advances in deep neural networks have made it possible to r...

7 Shunyu Yao, et al. ∙

∙ 05/24/2021

Self-Attention Networks Can Process Bounded Hierarchical Languages

Despite their impressive performance in NLP, self-attention networks wer...

12 Shunyu Yao, et al. ∙

∙ 03/25/2021

Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents

Text-based games simulate worlds and interact with players using natural...

0 Shunyu Yao, et al. ∙

∙ 10/06/2020

Keep CALM and Explore: Language Models for Action Generation in Text-based Games

Text-based games present a unique challenge for autonomous agents to ope...

0 Shunyu Yao, et al. ∙

∙ 02/21/2019

Integer Linear Programming Formulations for Double Roman Domination Problem

For a graph G= (V,E), a double Roman dominating function (DRDF) is a fun...

0 Qingqiong Cai, et al. ∙

∙ 08/28/2018

3D-Aware Scene Manipulation via Inverse Graphics

We aim to obtain an interpretable, expressive and disentangled scene rep...

0 Shunyu Yao, et al. ∙

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