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09/05/2023
Cognitive Architectures for Language Agents
Recent efforts have incorporated large language models (LLMs) with exter...
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09/04/2023
Understanding and Optimizing Serverless Workloads in CXL-Enabled Tiered Memory
Recent Serverless workloads tend to be largescaled/CPU-memory intensive,...
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07/17/2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks
Text generation under constraints have seen increasing interests in natu...
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06/26/2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
Humans write code in a fundamentally interactive manner and rely on cons...
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05/24/2023
Referral Augmentation for Zero-Shot Information Retrieval
We propose Referral-Augmented Retrieval (RAR), a simple technique that c...
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05/17/2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Language models are increasingly being deployed for general problem solv...
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05/17/2023
Personality Understanding of Fictional Characters during Book Reading
Comprehending characters' personalities is a crucial aspect of story rea...
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04/19/2023
EC^2: Emergent Communication for Embodied Control
Embodied control requires agents to leverage multi-modal pre-training to...
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10/15/2022
Revisiting the Roles of "Text" in Text Games
Text games present opportunities for natural language understanding (NLU...
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10/06/2022
ReAct: Synergizing Reasoning and Acting in Language Models
While large language models (LLMs) have demonstrated impressive capabili...
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07/04/2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Existing benchmarks for grounding language in interactive environments e...
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04/16/2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing
We propose a new task for assessing machines' skills of understanding fi...
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03/15/2022
DialogueNeRF: Towards Realistic Avatar Face-to-face Conversation Video Generation
Conversation is an essential component of virtual avatar activities in t...
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01/04/2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games
Text adventure games present unique challenges to reinforcement learning...
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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...
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05/24/2021
Self-Attention Networks Can Process Bounded Hierarchical Languages
Despite their impressive performance in NLP, self-attention networks wer...
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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...
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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...
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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...
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08/28/2018
