Search Results for author: Larry Lansing

Found 3 papers, 2 papers with code

Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models

1 code implementation ACL 2020 Dan Iter, Kelvin Guu, Larry Lansing, Dan Jurafsky

Recent models for unsupervised representation learning of text have employed a number of techniques to improve contextual word representations but have put little focus on discourse-level representations.

Common Sense Reasoning Natural Language Inference +2

VALAN: Vision and Language Agent Navigation

1 code implementation6 Dec 2019 Larry Lansing, Vihan Jain, Harsh Mehta, Haoshuo Huang, Eugene Ie

VALAN is a lightweight and scalable software framework for deep reinforcement learning based on the SEED RL architecture.

reinforcement-learning Vision and Language Navigation

Learning Dense Representations for Entity Retrieval

no code implementations CONLL 2019 Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego Garcia-Olano

We show that it is feasible to perform entity linking by training a dual encoder (two-tower) model that encodes mentions and entities in the same dense vector space, where candidate entities are retrieved by approximate nearest neighbor search.

Entity Linking Entity Retrieval

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