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06/20/2023
ChatGPT is not Enough: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
Recently, ChatGPT, a representative large language model (LLM), has gain...
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05/19/2023
Examining the Inter-Consistency of Large Language Models: An In-depth Analysis via Debate
Large Language Models (LLMs) have demonstrated human-like intelligence a...
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05/12/2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation
Causal reasoning ability is crucial for numerous NLP applications. Despi...
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12/16/2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks
Causal chain reasoning (CCR) is an essential ability for many decision-m...
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08/14/2022
Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?
Given a task, human learns from easy to hard, whereas the model learns r...
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05/22/2022
A Graph Enhanced BERT Model for Event Prediction
Predicting the subsequent event for an existing event context is an impo...
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05/12/2022
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning
Understanding causality has vital importance for various Natural Languag...
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07/21/2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision
Recent work has shown success in incorporating pre-trained models like B...
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07/21/2021
Guided Generation of Cause and Effect
We present a conditional text generation framework that posits sententia...
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09/19/2019
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder
Understanding event and event-centered commonsense reasoning are crucial...
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09/09/2019
Event Representation Learning Enhanced with External Commonsense Knowledge
Prior work has proposed effective methods to learn event representations...
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07/18/2019
ELG: An Event Logic Graph
The evolution and development of events have their own basic principles,...
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05/17/2019
Story Ending Prediction by Transferable BERT
Recent advances, such as GPT and BERT, have shown success in incorporati...
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05/14/2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction
Script event prediction requires a model to predict the subsequent event...
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10/10/2016