update README

zliucr · Nov 12, 2020 · 0cb581e · 0cb581e
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diff --git a/README.md b/README.md
@@ -8,11 +8,20 @@ This repository is for the ACL-2020 paper: [Coach: A Coarse-to-Fine Approach for
 
 This code has been written using PyTorch. If you use any source codes or ideas included in this repository for your work, please cite the following paper.
 <pre>
-@article{liu2020coach,
-    title={Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling},
-    author={Zihan Liu and Genta Indra Winata and Peng Xu and Pascale Fung},
-    journal={arXiv preprint arXiv:2004.11727},
-    year={2020},
+@inproceedings{liu2020coach,
+    title = "{C}oach: A Coarse-to-Fine Approach for Cross-domain Slot Filling",
+    author = "Liu, Zihan  and
+      Winata, Genta Indra  and
+      Xu, Peng  and
+      Fung, Pascale",
+    booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
+    month = jul,
+    year = "2020",
+    address = "Online",
+    publisher = "Association for Computational Linguistics",
+    url = "https://www.aclweb.org/anthology/2020.acl-main.3",
+    doi = "10.18653/v1/2020.acl-main.3",
+    pages = "19--25",
 }
 </pre>
 

diff --git a/run.sh b/run.sh
@@ -115,12 +115,15 @@ python slu_main.py --exp_name coach_sum --exp_id atp_50 --bidirection --freeze_e
 ### Zero-shot
 # baseline BiLSTM-CRF
 python ner_baseline.py --exp_name lstm --exp_id ner_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4 --bilstmcrf
+python ner_baseline.py --exp_name lstm --exp_id ner_frozen_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4 --bilstmcrf --freeze_emb
 
 # baseline CT
 python ner_baseline.py --exp_name ct --exp_id ner_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4
+python ner_baseline.py --exp_name ct --exp_id ner_frozen_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4 --freeze_emb
 
 # baseline RZT
 python ner_baseline.py --exp_name rzt --exp_id ner_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4 --hidden_dim 150 --use_example
+python ner_baseline.py --exp_name rzt --exp_id ner_frozen_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --lr 1e-4 --hidden_dim 150 --use_example --freeze_emb
 
 # coach
 python ner_main.py --exp_name coach_lstmenc --exp_id ner_0 --bidirection --emb_file ./data/ner/emb/ner_embs.npy --emb_dim 300 --trs_hidden_dim 300 --lr 1e-4