![]() Mastering the game of Go without human knowledge (Silver et al., Nature 2017).Leveraging Knowledge Bases in LSTMs for Improving Machine Reading (Yang et al., 2017).Learning Whom to Trust with MACE (Hovy et al., NAACL 2013).Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning (Tsvetkov et al., 2016).Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings (He et al., 2017).Learning Distributed Representations of Texts and Entities from Knowledge Base (Yamada et al., 2017).Joint Modeling of Content and Discourse Relations in Dialogues (Qin et al., 2017).Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme (Zheng et al., 2017).Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness (Larson, et al., EMNLP 2020).In-Order Transition-based Constituent Parsing (Liu et al., 2017). ![]() Improving Low Compute Language Modeling with In-Domain Embedding Initialisation (Welch, Mihalcea, and Kummerfeld, EMNLP 2020).Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution (Sun, et al., CoLing 2020).High-risk learning: acquiring new word vectors from tiny data (Herbelot et al., 2017).Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation (Johnson et al., TACL 2017).Getting the Most out of AMR Parsing (Wang and Xue, EMNLP 2017).Frames: a corpus for adding memory to goal-oriented dialogue systems (El Asri et al., 2017).Filling the Blanks (hint: plural noun) for Mad Libs Humor (Hossain et al., EMNLP 2017).Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples (Vidur Joshi et al., 2018).Evorus: A Crowd-powered Conversational Assistant Built to Automate Itself Over Time (Huang et al., 2018).Evaluating the Utility of Hand-crafted Features in Sequence Labelling (Minghao Wu et al., 2018).Error-repair Dependency Parsing for Ungrammatical Texts (Sakaguchi et al., 2017).Dynamic Programming Algorithms for Transition-Based Dependency Parsers (Kuhlmann et al., ACL 2011).Dynamic Evaluation of Neural Sequence Models (Krause et al., 2017).Detecting annotation noise in automatically labelled data (Rehbein and Ruppenhofer, ACL 2017).DeftNN: Addressing Bottlenecks for DNN Execution on GPUs via Synapse Vector Elimination and Near-compute Data Fission (Hill et al., MICRO 2017).Controlled Crowdsourcing for High-Quality QA-SRL Annotation (Roit, et al., ACL 2020).Compositional Demographic Word Embeddings (Welch et al., EMNLP 2020).ChartDialogs: Plotting from Natural Language Instructions (Shao and Nakashole, ACL 2020).Beyond Accuracy: Behavioral Testing of NLP Models with CheckList (Ribeiro, et al., ACL 2020 Best Paper).Attention Strategies for Multi-Source Sequence-to-Sequence Learning (Libovicky et al., 2017).Attention Is All You Need (Vaswani et al., ArXiv 2017).Arc-Standard Spinal Parsing with Stack-LSTMs (Ballesteros et al., 2017).An Analysis of Neural Language Modeling at Multiple Scales (Merity et al., 2018).Addressing the Data Sparsity Issue in Neural AMR Parsing (Peng et al., EACL 2017).Abstractive Document Summarization with a Graph-Based Attentional Neural Model (Tan et al., 2017).A Two-Stage Parsing Method for Text-Level Discourse Analysis (Wang et al., 2017).A Transition-Based Directed Acyclic Graph Parser for UCCA (Hershcovich et al., 2017).A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings (Yang et al., 2017).A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels (Jiang, et al., Findings of EMNLP 2020).A Local Detection Approach for Named Entity Recognition and Mention Detection (Xu et al., 2017).A Large-Scale Corpus for Conversation Disentanglement (Kummerfeld et al., 2019).A Factored Neural Network Model for Characterizing Online Discussions in Vector Space (Cheng et al., EMNLP 2017).A causal framework for explaining the predictions of black-box sequence-to-sequence models (Alvarez-Melis et al., 2017).Semantic Parsing with Semi-Supervised Sequential Autoencoders (Kocisky et al., EMNLP 2016).
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