Weekly Report:

Link to collaborative document of weekly report:

Guideline:

• paper reading讲解的时候要深入浅出，确保自己看懂了，再用通俗的话讲出来。关键是把文章工作讲清楚，motivation，方法部分，实验是否支撑，该工作的优点和缺点，对你个人工作的启发。每部分大概2~3页slides即可。最重要的是后面两部分，需要你自己对工作批判性的阅读。
• 时间暂定是周五晚上。 如果人不齐的话提前告知，视情况再确定时间。
• 分享的同学务必提前告知大家分享的论文，并在分享前update paper信息及slides到 HLT-HITSZ.github.io；新人权限开通请联系Jiachen DU。
• 参与者希望都能够提前把分享的paper进行相关背景的了解，积极提出问题及参与讨论。

---

2019/12/12

Speakers	Papers	Slides	Others
LanGongqiang	EMNLP 2019 Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks	[slide]	-
LiuYuhan	EMNLP 2019 A logic-Driven Framework for Consistency of Neural Models	[slide]	-

---

2019/10/25

Speakers	Papers	Slides	Others
SuHang	ACL 2019 Do you know that Florence is packed with visitors?Evaluating state-of-the-art models of speaker commitment	[slide]	-

---

2019/10/11

Speakers	Papers	Slides	Others
JiamingLi	ACL 2019 Bridging the Gap between Training and Inference	[slide]	-

---

2019/09/05

Speakers	Papers	Slides	Others
JianzhuBao	ACL 2017 Neural End-to-End Learning for Computational Argumentation Mining	[slide]	-
-	arXiv 2016 Here’s My Point: Joint Pointer Architecture for Argument Mining	-	-
-	ACL 2019 Classification and Clustering of Arguments with Contextualized Word Embeddings	-	-
-	ACL 2019 Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction	-	-

---

2019/09/05

Speakers	Papers	Slides	Others
BinLiang	NAACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	[slide]	-
-	arXiv 2019 How multilingual is Multilingual BERT?	-	-

2019/06/27

Speakers	Papers	Slides	Others
YipingYin	ACL 2019 Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks	[slide]	-

2019/06/14

Speakers	Papers	Slides	Others
BinLiang	COLING 2016 Effective LSTMs for Target-Dependent Sentiment Classification	[slide]	-
-	EMNLP 2016 Attention-based LSTM for Aspect-level Sentiment Classification	-	-
-	EMNLP 2016 Aspect Level Sentiment Classification with Deep Memory Network	-	-
-	EMNLP 2016 A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis	-	-
-	ACL 2018 Aspect Based Sentiment Analysis with Gated Convolutional Networks	-	-
-	AAAI 2018 Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM	-	-
JianzhuBao	COLING 2016 Multimodal Attention for Neural Machine Translation	[slide]	-
-	ACL 2017 Attention Strategies for Multi-Source Sequence-to-Sequence Learning	-	-
-	NAACL 2019 Probing the Need for Visual Context in Multimodal Machine Translation	-	-

2019/06/06

Speakers	Papers	Slides	Others
XiuCheng	ICLR 2017 SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS	-	-
-	NIPC 2017 Inductive Representation Learning on Large Graphs	-	-

2019/05/31

Speakers	Papers	Slides	Others
ZhiyuanWen	Arxiv Focal Loss for Dense Object Detection	[slide]	-
-	Technical Report Multi-class classification with focal loss for imbalanced datasets	-	-

2019/05/30

Speakers	Papers	Slides	Others
jiachendu	ICLR 2019 LEARNING TO REPRESENT EDITS	[slide]	-
-	Text Infilling	-	-
-	TIGS: An Inference Algorithm for Text Infilling with Gradient Search	-	-