v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 113 141 0 02 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 95 32 0 24 Jun 2018
Modeling Word Emotion in Historical Language: Quantity Beats Supposed Stability in Seed Word Selection Johannes Hellrich Sven Buechel U. Hahn 35 7 0 21 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 161 647 0 20 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 85 155 0 16 Jun 2018
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Zhilin Yang Jiaqi Zhao Bhuwan Dhingra Kaiming He William W. Cohen Ruslan Salakhutdinov Yann LeCun 82 36 0 14 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 324 2,858 0 11 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 73 87 0 09 Jun 2018
Multimodal Relational Tensor Network for Sentiment and Emotion Classification Saurav Sahay Shachi H. Kumar Rui Xia Jonathan Huang L. Nachman 82 24 0 07 Jun 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 126 434 0 07 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 315 1,415 0 31 May 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 63 217 0 29 May 2018
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings Bernd Bohnet Ryan T. McDonald Gonçalo Simões D. Andor Emily Pitler Joshua Maynez AI4CE 57 95 0 21 May 2018
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension Taeuk Kim Jihun Choi Sang-goo Lee LRM 62 3 0 18 May 2018
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples Vidur Joshi Matthew E. Peters Mark Hopkins CLL 98 96 0 16 May 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 93 615 0 16 May 2018
Continuous Learning in a Hierarchical Multiscale Neural Network Thomas Wolf Julien Chaumond Clement Delangue CLL AI4CE NoLa BDL 31 6 0 15 May 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 144 190 0 12 May 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 55 85 0 12 May 2018
Deep RNNs Encode Soft Hierarchical Syntax Terra Blevins Omer Levy Luke Zettlemoyer 93 111 0 11 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 108 343 0 10 May 2018
Constituency Parsing with a Self-Attentive Encoder Nikita Kitaev Dan Klein 102 544 0 02 May 2018
Data-Driven Methods for Solving Algebra Word Problems Benjamin Robaidek Rik Koncel-Kedziorski Hannaneh Hajishirzi AIMat 75 27 0 28 Apr 2018
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions Wenpeng Yin Hinrich Schütze Dan Roth 90 24 0 24 Apr 2018
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model Sabrina J. Mielke Jason Eisner LRM BDL 54 33 0 23 Apr 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 93 380 0 23 Apr 2018
NE-Table: A Neural key-value table for Named Entities Janarthanan Rajendran Jatin Ganhotra Xiaoxiao Guo Mo Yu Satinder Singh L. Polymenakos LMTD 39 0 0 22 Apr 2018
Inducing and Embedding Senses with Scaled Gumbel Softmax Fenfei Guo Mohit Iyyer Jordan L. Boyd-Graber 16 0 0 22 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 92 108 0 21 Apr 2018
Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger Adam R. Teichert Ryan Culkin Sheng Zhang Benjamin Van Durme VLM 51 24 0 21 Apr 2018
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks Wasi Uddin Ahmad Xueying Bai Zhechao Huang Chao Jiang Nanyun Peng Kai-Wei Chang SSL 65 6 0 21 Apr 2018
Stochastic Answer Networks for Natural Language Inference Xiaodong Liu Kevin Duh Jianfeng Gao BDL 74 45 0 21 Apr 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 90 44 0 20 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 140 56 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.2K 7,212 0 20 Apr 2018
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences Marcel Trotzek Sven Koitka Christoph M. Friedrich 66 201 0 19 Apr 2018
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning Christos Baziotis Athanasiou Nikolaos Alexandra Chronopoulou Athanasia Kolovou Georgios Paraskevopoulos Nikolaos Ellinas Shrikanth Narayanan Alexandros Potamianos 85 127 0 18 Apr 2018
Robust Machine Comprehension Models via Adversarial Training Yicheng Wang Joey Tianyi Zhou AAML 84 117 0 17 Apr 2018
Higher-order Coreference Resolution with Coarse-to-fine Inference Kenton Lee Luheng He Luke Zettlemoyer BDL 101 471 0 15 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 70 66 0 02 Apr 2018
Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Yu Gong Xusheng Luo Yu Zhu Wenwu Ou Zhao Li Muhua Zhu Kenny Q. Zhu Lu Duan Xi Chen 80 30 0 30 Mar 2018
Meta-Learning a Dynamical Language Model Thomas Wolf Julien Chaumond Clement Delangue 61 4 0 28 Mar 2018
Contextual Salience for Fast and Accurate Sentence Vectors E. Zelikman Richard Socher 30 5 0 22 Mar 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 79 171 0 22 Mar 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 104 1,284 0 20 Mar 2018
Rare Feature Selection in High Dimensions Xiaohan Yan Jacob Bien 71 39 0 18 Mar 2018
TransRev: Modeling Reviews as Translations from Users to Items Alberto García-Durán Roberto Gonzalez Daniel Oñoro-Rubio Mathias Niepert Hui Li 44 25 0 30 Jan 2018
Investigating the Working of Text Classifiers Devendra Singh Sachan Manzil Zaheer Ruslan Salakhutdinov AI4TS 56 9 0 19 Jan 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 83 276 0 18 Jan 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 114 100 0 30 Dec 2017