Search Results for author: Abishek Sridhar

Found 4 papers, 3 papers with code

WebArena: A Realistic Web Environment for Building Autonomous Agents

1 code implementation25 Jul 2023 Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig

Building upon our environment, we release a set of benchmark tasks focusing on evaluating the functional correctness of task completions.

Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance Regularization

1 code implementation5 Jun 2023 Andrew Stange, Robert Lo, Abishek Sridhar, Kousik Rajesh

In this project we attempt to make slot-based models with an image reconstruction objective competitive with those that use a feature reconstruction objective on real world datasets.

Image Reconstruction

LIC-GAN: Language Information Conditioned Graph Generative GAN Model

no code implementations2 Jun 2023 Robert Lo, Arnhav Datar, Abishek Sridhar

Deep generative models for Natural Language data offer a new angle on the problem of graph synthesis: by optimizing differentiable models that directly generate graphs, it is possible to side-step expensive search procedures in the discrete and vast space of possible graphs.

Graph Generation Graph Matching +1

Hierarchical Prompting Assists Large Language Model on Web Navigation

3 code implementations23 May 2023 Abishek Sridhar, Robert Lo, Frank F. Xu, Hao Zhu, Shuyan Zhou

Large language models (LLMs) struggle on processing complicated observations in interactive decision making tasks.

Decision Making Language Modelling +1

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