From de5dea6d35d535544170631c1e93afebf112a466 Mon Sep 17 00:00:00 2001 From: Kaiyu Yang Date: Thu, 14 Sep 2023 18:37:45 -0700 Subject: [PATCH] Update README.md --- README.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 94dbc74..1a44809 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@ Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 - [RuleTaker Experiments](#ruletaker-experiments) - [Bugs or Questions](#bugs-or-questions) - [Citation](#citation) - - [Credits](#credits) + ## Requirements @@ -110,6 +110,9 @@ Results on Task 3 are produced by evaluating Task 2 models zero-shot on Task 3 d | Stepwise prover | 42.8 | 7.4 | 9.3 | 5.9 | 42.1 | 15.0 | 5.9 | Same as Task 2 | [results_val.json](https://huggingface.co/kaiyuy/NLProofS/resolve/main/prover/entailmentbank_task3/stepwise/results_val.json) | [results_test.json](https://huggingface.co/kaiyuy/NLProofS/resolve/main/prover/entailmentbank_task3/stepwise/results_test.json) | | Single-shot prover | 40.5 | 4.4 | 9.1 | 3.8 | 35.3 | 7.9 | 3.8 | Same as Task 2 | [results_val.tsv](https://huggingface.co/kaiyuy/NLProofS/resolve/main/prover/entailmentbank_task3/single_shot/results_val.tsv) | [results_test.tsv](https://huggingface.co/kaiyuy/NLProofS/resolve/main/prover/entailmentbank_task3/single_shot/results_test.tsv) | +Students in Princeton's [COS484](https://princeton-nlp.github.io/cos484/) (Emre Onal, Max Gonzalez Saez-Diez, and Maria Khartchenko) have conducted a comprehensive ablation study and improved our results on EntailmentBank (code available [here](https://github.com/MaxGonzalezSaez-Diez/NLProofS-AblationStudy)). + + ## RuleTaker Experiments @@ -171,7 +174,3 @@ If you have any questions related to the code or the paper, feel free to email [ } ``` -## Credits - -* The code is formatted using [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black). -