v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization Sajad Sotudeh Nazli Goharian Ross W. Filice 78 56 0 01 May 2020
Interpretable Entity Representations through Large-Scale Typing Yasumasa Onoe Greg Durrett 72 20 0 30 Apr 2020
AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages Anoop Kunchukuttan Divyanshu Kakwani S. Golla C. GokulN. Avik Bhattacharyya Mitesh M. Khapra Pratyush Kumar 61 83 0 30 Apr 2020
UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection Andrey Kutuzov Mario Giulianelli 87 59 0 30 Apr 2020
Word Rotator's Distance Sho Yokoi Ryo Takahashi Reina Akama Jun Suzuki Kentaro Inui OT 75 59 0 30 Apr 2020
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results Ilia Kuznetsov Iryna Gurevych 57 26 0 30 Apr 2020
Paraphrasing vs Coreferring: Two Sides of the Same Coin Y. Meged Avi Caciularu Vered Shwartz Ido Dagan 84 29 0 30 Apr 2020
Investigating Transferability in Pretrained Language Models Alex Tamkin Trisha Singh D. Giovanardi Noah D. Goodman MILM 88 48 0 30 Apr 2020
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies M. Aminian Mohammad Sadegh Rasooli Mona T. Diab 54 1 0 30 Apr 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 85 72 0 30 Apr 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! Suzanna Sia Ayush Dalmia Sabrina J. Mielke 151 157 0 30 Apr 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 112 46 0 30 Apr 2020
Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation David Wilmot Frank Keller 67 22 0 30 Apr 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 104 177 0 30 Apr 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 115 81 0 30 Apr 2020
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion Bo Wang Tao Shen Guodong Long Dinesh Manocha Yi-Ju Chang 74 5 0 30 Apr 2020
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations Martin Pömsl R. Lyapin 66 20 0 30 Apr 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 87 114 0 30 Apr 2020
Capsule-Transformer for Neural Machine Translation Sufeng Duan Juncheng Cao Hai Zhao MedIm 68 4 0 30 Apr 2020
Robust Question Answering Through Sub-part Alignment Jifan Chen Greg Durrett OOD 92 13 0 30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks Tasnim Mohiuddin Prathyusha Jwalapuram Xiang Lin Shafiq Joty OffRL 43 7 0 30 Apr 2020
Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation Prathyusha Jwalapuram Barbara Rychalska Shafiq Joty Dominika Basaj 43 8 0 30 Apr 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing Hayley L Ross Jon Z. Cai Bonan Min 52 19 0 30 Apr 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 102 201 0 30 Apr 2020
Text Segmentation by Cross Segment Attention Michal Lukasik Boris Dadachev Gonçalo Simões Kishore Papineni VLM 69 87 0 30 Apr 2020
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction Wuwei Lan Yang Chen Wei Xu Alan Ritter 44 4 0 30 Apr 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations Julian Michael Jan A. Botha Ian Tenney 79 43 0 29 Apr 2020
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition Yichao Zhou Jyun-Yu Jiang Jieyu Zhao Kai-Wei Chang Wei Wang 37 13 0 29 Apr 2020
What Happens To BERT Embeddings During Fine-tuning? Amil Merchant Elahe Rahimtoroghi Ellie Pavlick Ian Tenney 117 189 0 29 Apr 2020
The Effect of Natural Distribution Shift on Question Answering Models John Miller K. Krauth Benjamin Recht Ludwig Schmidt OOD 119 145 0 29 Apr 2020
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation Nithin Holla Pushkar Mishra H. Yannakoudakis Ekaterina Shutova 90 28 0 29 Apr 2020
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation Daniel Loureiro Jose Camacho-Collados 90 12 0 29 Apr 2020
Evaluating Dialogue Generation Systems via Response Selection Shiki Sato Reina Akama Hiroki Ouchi Jun Suzuki Kentaro Inui 53 18 0 29 Apr 2020
Detecting Perceived Emotions in Hurricane Disasters Shrey Desai Cornelia Caragea Junyi Jessy Li 46 31 0 29 Apr 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference Jingfei Du Myle Ott Haoran Li Xing Zhou Veselin Stoyanov AI4CE 71 10 0 29 Apr 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 94 63 0 29 Apr 2020
Entity Candidate Network for Whole-Aware Named Entity Recognition Wendong He Yizhen Shao Pingjian Zhang 49 1 0 29 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 117 55 0 29 Apr 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 92 186 0 29 Apr 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev Vinit Ravishankar Mostafa Abdou Joakim Nivre MILM 69 45 0 29 Apr 2020
Multiscale Collaborative Deep Models for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Yue Zhang Rongxiang Weng Weihua Luo 127 29 0 29 Apr 2020
Knowledgeable Dialogue Reading Comprehension on Key Turns Junlong Li Zhuosheng Zhang Hai Zhao 78 1 0 29 Apr 2020
Data Augmentation for Spoken Language Understanding via Pretrained Language Models Baolin Peng Chenguang Zhu Michael Zeng Jianfeng Gao 76 25 0 29 Apr 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 44 0 0 29 Apr 2020
The Explanation Game: Towards Prediction Explainability through Sparse Communication Marcos Vinícius Treviso André F. T. Martins FAtt 72 3 0 28 Apr 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 60 51 0 28 Apr 2020
An Unsupervised Semantic Sentence Ranking Scheme for Text Documents Hao Zhang Jie Wang 73 10 0 28 Apr 2020
Showing Your Work Doesn't Always Work Raphael Tang Jaejun Lee Ji Xin Xinyu Liu Yaoliang Yu Jimmy J. Lin 40 5 0 28 Apr 2020
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data Alana Marzoev Samuel Madden M. Kaashoek Michael Cafarella Jacob Andreas SyDa 78 33 0 28 Apr 2020
Event Extraction by Answering (Almost) Natural Questions Xinya Du Claire Cardie 91 418 0 28 Apr 2020