v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
To lemmatize or not to lemmatize: how word normalisation affects ELMo performance in word sense disambiguation Andrey Kutuzov E. Kuzmenko 26 22 0 06 Sep 2019
Efficient Sentence Embedding using Discrete Cosine Transform Nada AlMarwani Hanan Aldarmaki Mona T. Diab 38 23 0 06 Sep 2019
Attending the Emotions to Detect Online Abusive Language Niloofar Safi Samghabadi Afsheen Hatami Mahsa Shafaei Sudipta Kar Thamar Solorio 69 22 0 06 Sep 2019
Show Your Work: Improved Reporting of Experimental Results Jesse Dodge Suchin Gururangan Dallas Card Roy Schwartz Noah A. Smith 78 255 0 06 Sep 2019
Extracting and Learning a Dependency-Enhanced Type Lexicon for Dutch Konstantinos Kogkalidis 19 0 0 06 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 156 248 0 06 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 123 200 0 06 Sep 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages Clara Vania Yova Kementchedjhieva Anders Søgaard Adam Lopez 42 55 0 06 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 258 602 0 05 Sep 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge Rahul Aralikatte Heather Lent Ana Valeria González Daniel Hershcovich Chen Qiu Anders Sandholm Michael Ringaard Anders Søgaard 60 16 0 05 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 85 58 0 05 Sep 2019
Fusing Vector Space Models for Domain-Specific Applications Laura Rettig Julien Audiffren Philippe Cudré-Mauroux 44 9 0 05 Sep 2019
Multi-Granularity Self-Attention for Neural Machine Translation Jie Hao Xing Wang Shuming Shi Jinfeng Zhang Zhaopeng Tu MILM 81 48 0 05 Sep 2019
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 67 370 0 05 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 140 514 0 05 Sep 2019
PaLM: A Hybrid Parser and Language Model Hao Peng Roy Schwartz Noah A. Smith AIMat 61 15 0 04 Sep 2019
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 95 177 0 04 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 89 99 0 04 Sep 2019
ICDM 2019 Knowledge Graph Contest: Team UWA Michael Stewart Majigsuren Enkhsaikhan Wei Liu 3DV 34 13 0 04 Sep 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons Jie Hao Xing Wang Shuming Shi Jinfeng Zhang Zhaopeng Tu 80 12 0 04 Sep 2019
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set Katharina Kann Kyunghyun Cho Samuel R. Bowman 60 44 0 04 Sep 2019
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation Po-Sen Huang Robert Stanforth Johannes Welbl Chris Dyer Dani Yogatama Sven Gowal Krishnamurthy Dvijotham Pushmeet Kohli AAML 112 166 0 03 Sep 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations Zihan Wang Jingbo Shang Liyuan Liu Lihao Lu Jiacheng Liu Jiawei Han NoLa 89 103 0 03 Sep 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 306 187 0 03 Sep 2019
Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop Jonathan P. Chang Cristian Danescu-Niculescu-Mizil 68 61 0 03 Sep 2019
CMU GetGoing: An Understandable and Memorable Dialog System for Seniors Shikib Mehri A. Black M. Eskénazi 41 3 0 03 Sep 2019
On the Downstream Performance of Compressed Word Embeddings Avner May Jian Zhang Tri Dao Christopher Ré 80 27 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 603 2,681 0 03 Sep 2019
Modeling Named Entity Embedding Distribution into Hypersphere Zhuosheng Zhang Bingjie Tang Z. Li Hai Zhao 33 3 0 03 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 121 233 0 03 Sep 2019
Transfer Fine-Tuning: A BERT Case Study Yuki Arase Junichi Tsujii 42 41 0 03 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 114 80 0 02 Sep 2019
Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network Jiaying Zhang Zhixing Zhang Huanhuan Zhang Zhiyuan Ma Yangming Zhou Ping He MedIm 18 0 0 02 Sep 2019
Answering questions by learning to rank -- Learning to rank by answering questions George-Sebastian Pirtoaca Traian Rebedea Stefan Ruseti 35 20 0 02 Sep 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 121 879 0 02 Sep 2019
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation Aditya Siddhant Melvin Johnson Henry Tsai N. Arivazhagan Jason Riesa Ankur Bapna Orhan Firat Karthik Raman 91 71 0 01 Sep 2019
An Improved Neural Baseline for Temporal Relation Extraction Qiang Ning Sanjay Subramanian Dan Roth NAI AI4TS 69 76 0 01 Sep 2019
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues Xintong Yu Hongming Zhang Yangqiu Song Yan Song Changshui Zhang 42 28 0 01 Sep 2019
A Unified Neural Coherence Model Han Cheol Moon Tasnim Mohiuddin Shafiq Joty Xu Chi 45 47 0 01 Sep 2019
QuASE: Question-Answer Driven Sentence Encoding Hangfeng He Qiang Ning Dan Roth 53 1 0 01 Sep 2019
Repurposing Decoder-Transformer Language Models for Abstractive Summarization Luke de Oliveira Alfredo Láinez Rodrigo 26 4 0 01 Sep 2019
Syntax-aware Multilingual Semantic Role Labeling Shexia He Z. Li Zhao Hai 103 49 0 01 Sep 2019
Higher-order Comparisons of Sentence Encoder Representations Mostafa Abdou Artur Kulmizev Felix Hill D. Low Anders Søgaard 82 17 0 01 Sep 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field Jiacheng Liu Julia Hockenmaier 45 10 0 01 Sep 2019
NEZHA: Neural Contextualized Representation for Chinese Language Understanding Junqiu Wei Xiaozhe Ren Xiaoguang Li Wenyong Huang Yi-Lun Liao Yasheng Wang Jianghao Lin Xin Jiang Xiao Chen Qun Liu 90 116 0 31 Aug 2019
Deep Ordinal Regression for Pledge Specificity Prediction Shivashankar Subramanian Trevor Cohn Timothy Baldwin 56 7 0 31 Aug 2019
Open Named Entity Modeling from Embedding Distribution Ying Luo Hai Zhao Tao Wang Bingjie Tang 48 3 0 31 Aug 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs Soumya Sharma Bishal Santra Abhik Jana Santosh T.Y.S.S Niloy Ganguly Pawan Goyal 55 23 0 31 Aug 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Phillip Keung Y. Lu Vikas Bhardwaj 113 81 0 31 Aug 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 95 46 0 31 Aug 2019