Kaixin Ma | DeepAI

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Featured Co-authors

Yu Zhang
406 publications
Jianfeng Gao
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Dong Yu
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Xiaodong Liu
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Hao Cheng
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Florian Metze
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Hongming Zhang
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Bin Zhang
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Yikang Li
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Yonatan Bisk
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Hongwei Wang
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∙ 09/15/2023

LASER: LLM Agent with State-Space Exploration for Web Navigation

Large language models (LLMs) have been successfully adapted for interact...

0 Kaixin Ma, et al. ∙

∙ 06/05/2023

A Study of Situational Reasoning for Traffic Understanding

Intelligent Traffic Monitoring (ITMo) technologies hold the potential fo...

0 Jiarui Zhang, et al. ∙

∙ 05/08/2023

Knowledge-enhanced Agents for Interactive Text Games

Communication via natural language is a crucial aspect of intelligence, ...

0 Prateek Chhikara, et al. ∙

∙ 05/04/2023

Chain-of-Skills: A Configurable Model for Open-domain Question Answering

The retrieval model is an indispensable component for real-world knowled...

0 Kaixin Ma, et al. ∙

∙ 04/26/2023

Transferring Procedural Knowledge across Commonsense Tasks

Stories about everyday situations are an essential part of human communi...

0 Yifan Jiang, et al. ∙

∙ 12/04/2022

Utilizing Background Knowledge for Robust Reasoning over Traffic Situations

Understanding novel situations in the traffic domain requires an intrica...

0 Jiarui Zhang, et al. ∙

∙ 10/22/2022

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge

We propose a novel open-domain question answering (ODQA) framework for a...

0 Kaixin Ma, et al. ∙

∙ 08/26/2022

Coalescing Global and Local Information for Procedural Text Understanding

Procedural text understanding is a challenging language reasoning task t...

0 Kaixin Ma, et al. ∙

∙ 05/21/2022

An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs

Self-supervision based on the information extracted from large knowledge...

0 Jiarui Zhang, et al. ∙

∙ 01/17/2022

Generalizable Neuro-symbolic Systems for Commonsense Question Answering

This chapter illustrates how suitable neuro-symbolic models for language...

0 Alessandro Oltramari, et al. ∙

∙ 10/16/2021

Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text

Due to its potential for a universal interface over both data and text, ...

0 Kaixin Ma, et al. ∙

∙ 09/07/2021

Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models

Commonsense reasoning benchmarks have been largely solved by fine-tuning...

5 Kaixin Ma, et al. ∙

∙ 01/12/2021

Dimensions of Commonsense Knowledge

Commonsense knowledge is essential for many AI applications, including t...

14 Filip Ilievski, et al. ∙

∙ 12/19/2020

Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection

Conditional text generation has been a challenging task that is yet to s...

0 Yikang Li, et al. ∙

∙ 11/15/2020

Audio-Visual Event Recognition through the lens of Adversary

As audio/visual classification models are widely deployed for sensitive ...

0 Juncheng B. Li, et al. ∙

∙ 11/07/2020

Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering

Recent developments in pre-trained neural language modeling have led to ...

9 Kaixin Ma, et al. ∙

∙ 03/09/2020

Neuro-symbolic Architectures for Context Understanding

Computational context understanding refers to an agent's ability to fuse...

0 Alessandro Oltramari, et al. ∙

∙ 10/30/2019

Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering

Non-extractive commonsense QA remains a challenging AI task, as it requi...

0 Kaixin Ma, et al. ∙

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