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Soumya Sanyal

Minds versus Machines: Rethinking Entailment Verification with Language Models

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Feb 06, 2024
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SCORE: A framework for Self-Contradictory Reasoning Evaluation

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Nov 16, 2023
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Faith and Fate: Limits of Transformers on Compositionality

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Jun 01, 2023
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PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning

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May 31, 2023
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APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning

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Dec 19, 2022
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Generate rather than Retrieve: Large Language Models are Strong Context Generators

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Sep 29, 2022
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RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning

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May 25, 2022
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FaiRR: Faithful and Robust Deductive Reasoning over Natural Language

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Mar 19, 2022
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Discretized Integrated Gradients for Explaining Language Models

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Aug 31, 2021
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SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning

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Apr 18, 2021
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