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--- nlp:reasoning_chains [2023/02/02 04:22] – jmflanig
+++ nlp:reasoning_chains [2025/06/01 23:15] (current) – removed jmflanig
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-====== Reasoning Chains ======
-These papers use some sort of reasoning chain, including natural language reasons or natural language "rules."
-===== Papers =====
-  * EntailmentBank: [[https://arxiv.org/pdf/2104.08661.pdf|Dalvi et al 2021 - Explaining Answers with Entailment Trees]] Open domain, "1,840 multistep entailment trees for accompanying QA pairs"
-  * [[https://arxiv.org/pdf/2012.13048.pdf|Tafjord et al 2021 - ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language]]
-  * [[https://arxiv.org/pdf/2204.13074v1.pdf|Dalvi et al 2022 - Towards Teachable Reasoning Systems]] This paper v1 got split up into two papers (both at EMNLP 2022):
-    * [[https://arxiv.org/pdf/2210.12217.pdf|Tafjord et al 2022 - Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning]]
-    * [[https://arxiv.org/pdf/2204.13074|Dalvi et al 2022 - Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement]]
-  * [[https://arxiv.org/pdf/2211.00614.pdf|Sprague 2022 - Natural Language Deduction with Incomplete Information]]
-===== Abductive Reasoning =====
-  * Papers
-    * [[https://arxiv.org/pdf/1908.05739.pdf|Bhagavatula et al 2019 - Abductive Commonsense Reasoning]]
-  * Datasets
-    * ART: [[https://arxiv.org/pdf/1908.05739.pdf|paper]]
-===== Datasets =====
-  * EntailmentBank: [[https://arxiv.org/pdf/2104.08661.pdf|paper]] Open domain, "1,840 multistep entailment trees for accompanying QA pairs"
-===== People =====
-  * [[https://scholar.google.com/citations?user=o-5vyEsAAAAJ&hl=en|Peter Clark]]
-===== Related Pages =====
-  * [[Entailment#recognizing_textual_entailment|NLI]]
-  * [[Question Answering]]