Alert button
Picture for Koustuv Sinha

Koustuv Sinha

Alert button

Evaluating Logical Generalization in Graph Neural Networks

Mar 14, 2020
Koustuv Sinha, Shagun Sodhani, Joelle Pineau, William L. Hamilton

Figure 1 for Evaluating Logical Generalization in Graph Neural Networks
Figure 2 for Evaluating Logical Generalization in Graph Neural Networks
Figure 3 for Evaluating Logical Generalization in Graph Neural Networks
Figure 4 for Evaluating Logical Generalization in Graph Neural Networks
Viaarxiv icon

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

Sep 04, 2019
Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton

Figure 1 for CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Figure 2 for CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Figure 3 for CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Figure 4 for CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Viaarxiv icon

The RLLChatbot: a solution to the ConvAI challenge

Nov 08, 2018
Nicolas Gontier, Koustuv Sinha, Peter Henderson, Iulian Serban, Michael Noseworthy, Prasanna Parthasarathi, Joelle Pineau

Figure 1 for The RLLChatbot: a solution to the ConvAI challenge
Figure 2 for The RLLChatbot: a solution to the ConvAI challenge
Figure 3 for The RLLChatbot: a solution to the ConvAI challenge
Figure 4 for The RLLChatbot: a solution to the ConvAI challenge
Viaarxiv icon

Compositional Language Understanding with Text-based Relational Reasoning

Nov 08, 2018
Koustuv Sinha, Shagun Sodhani, William L. Hamilton, Joelle Pineau

Figure 1 for Compositional Language Understanding with Text-based Relational Reasoning
Figure 2 for Compositional Language Understanding with Text-based Relational Reasoning
Figure 3 for Compositional Language Understanding with Text-based Relational Reasoning
Figure 4 for Compositional Language Understanding with Text-based Relational Reasoning
Viaarxiv icon

Adversarial Gain

Nov 04, 2018
Peter Henderson, Koustuv Sinha, Rosemary Nan Ke, Joelle Pineau

Figure 1 for Adversarial Gain
Figure 2 for Adversarial Gain
Figure 3 for Adversarial Gain
Figure 4 for Adversarial Gain
Viaarxiv icon

Ethical Challenges in Data-Driven Dialogue Systems

Nov 24, 2017
Peter Henderson, Koustuv Sinha, Nicolas Angelard-Gontier, Nan Rosemary Ke, Genevieve Fried, Ryan Lowe, Joelle Pineau

Figure 1 for Ethical Challenges in Data-Driven Dialogue Systems
Figure 2 for Ethical Challenges in Data-Driven Dialogue Systems
Figure 3 for Ethical Challenges in Data-Driven Dialogue Systems
Figure 4 for Ethical Challenges in Data-Driven Dialogue Systems
Viaarxiv icon