Papers
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction
Yinfei Yang, Oshin Agarwal, Chris Tar et al.
Using Similarity Measures to Select Pretraining Data for NER
Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues
Sungjoon Park, Donghyun Kim, Alice Oh
Relation Extraction using Explicit Context Conditioning
Gaurav Singh, Parminder Bhatia
Detecting cognitive impairments by agreeing on interpretations of linguistic features
Zining Zhu, Jekaterina Novikova, Frank Rudzicz
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM
Diya Li, Lifu Huang, Heng Ji et al.
Predicting the Type and Target of Offensive Posts in Social Media
Marcos Zampieri, Shervin Malmasi, Preslav Nakov et al.
Vector of Locally Aggregated Embeddings for Text Representation
Hadi Amiri, Mitra Mohtarami
Issue Framing in Online Discussion Fora
Mareike Hartmann, Tallulah Jansen, Isabelle Augenstein et al.
Fake News Detection using Deep Markov Random Fields
Duc Minh Nguyen, Tien Huu Do, Robert Calderbank et al.
Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media
Shi Zong, Alan Ritter, Graham Mueller et al.
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks
Yotam Gil, Yoav Chai, Or Gorodissky et al.
Detecting Cybersecurity Events from Noisy Short Text
Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak et al.
Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition
Jumayel Islam, Robert E. Mercer, Lu Xiao
Joint Multi-Label Attention Networks for Social Text Annotation
Hang Dong, Wei Wang, Kaizhu Huang et al.
From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses
Frederike Zufall, Tobias Horsmann, Torsten Zesch
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq Joty
Star-Transformer
Qipeng Guo, Xipeng Qiu, Pengfei Liu et al.
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models — Is Single-Corpus Evaluation Enough?
Masato Mita, Tomoya Mizumoto, Masahiro Kaneko et al.
PAWS: Paraphrase Adversaries from Word Scrambling
Yuan Zhang, Jason Baldridge, Luheng He
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism
Shufan Wang, Mohit Iyyer
Does My Rebuttal Matter? Insights from a Major NLP Conference
Yang Gao, Steffen Eger, Ilia Kuznetsov et al.
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations
Mohammad Taher Pilehvar, Jose Camacho-Collados
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together
Tao Shen, Tianyi Zhou, Guodong Long et al.
Disentangling Language and Knowledge in Task-Oriented Dialogs
Dinesh Raghu, Nikhil Gupta, Mausam