v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 97 32 0 22 Mar 2021
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management Mikael Brunila Rosie Zhao Andrei Mircea Sam Lumley R. Sieber 52 0 0 22 Mar 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 63 2 0 22 Mar 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 107 81 0 21 Mar 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 130 52 0 20 Mar 2021
Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation Nicholas Egan Oleg V. Vasilyev John Bohannon HILM 52 20 0 19 Mar 2021
Masked Conditional Random Fields for Sequence Labeling Tianwen Wei Jianwei Qi Shenghuang He Songtao Sun 55 19 0 19 Mar 2021
Pretraining the Noisy Channel Model for Task-Oriented Dialogue Qi Liu Lei Yu Laura Rimell Phil Blunsom 116 26 0 18 Mar 2021
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 116 21 0 18 Mar 2021
From Plenipotentiary to Puddingless: Users and Uses of New Words in Early English Letters Tanja Säily E. Mäkelä Mika Hämäläinen 38 7 0 17 Mar 2021
Value-aware Approximate Attention Ankit Gupta Jonathan Berant 75 6 0 17 Mar 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model Akbar Karimi L. Rossi Andrea Prati 126 4 0 17 Mar 2021
Code Word Detection in Fraud Investigations using a Deep-Learning Approach Y. Zee J. Scholtes Marcel Westerhoud Julien Rossi 13 0 0 17 Mar 2021
ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer Lee-Hsun Hsieh Yang-Yin Lee Ee-Peng Lim 138 2 0 17 Mar 2021
Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning Jama Hussein Mohamud Lloyd Thompson A. Ndoye Laurent Besacier 74 5 0 16 Mar 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models Po-Yao (Bernie) Huang Mandela Patrick Junjie Hu Graham Neubig Florian Metze Alexander G. Hauptmann MLLM VLM 113 57 0 16 Mar 2021
Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation Heewoong Park Sukhyun Cho Jonghun Park 39 0 0 14 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 72 180 0 13 Mar 2021
Cooperative Self-training of Machine Reading Comprehension Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 64 12 0 12 Mar 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection Severin Laicher Sinan Kurtyigit Dominik Schlechtweg Jonas Kuhn Sabine Schulte im Walde 88 54 0 12 Mar 2021
Comparing the Performance of NLP Toolkits and Evaluation measures in Legal Tech Muhammad Zohaib Khan ELM AILaw 37 3 0 12 Mar 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 90 10 0 12 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 150 224 0 11 Mar 2021
TAG: Gradient Attack on Transformer-based Language Models Jieren Deng Yijue Wang Ji Li Chao Shang Hang Liu Sanguthevar Rajasekaran Caiwen Ding FedML PILM 113 79 0 11 Mar 2021
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding Tuhin Chakrabarty Xurui Zhang Smaranda Muresan Nanyun Peng 80 70 0 11 Mar 2021
Evaluation of Morphological Embeddings for the Russian Language V. Romanov A. Khusainova 50 1 0 11 Mar 2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition Shancheng Fang Hongtao Xie Yuxin Wang Zhendong Mao Yongdong Zhang 112 306 0 11 Mar 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 111 5 0 11 Mar 2021
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders Pengyu Cheng Weituo Hao Siyang Yuan Shijing Si Lawrence Carin 90 105 0 11 Mar 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training Donggyu Kim Seanie Lee SSL LMTD 42 1 0 11 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval Alex Jones Derry Wijaya 110 6 0 10 Mar 2021
Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance J. Minot N. Cheney Marc E. Maier Danne C. Elbers C. Danforth P. Dodds FaML 34 4 0 10 Mar 2021
Instabilities of Offline RL with Pre-Trained Neural Representation Ruosong Wang Yifan Wu Ruslan Salakhutdinov Sham Kakade OffRL 167 42 0 08 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 125 298 0 08 Mar 2021
A Novel Perspective for Positive-Unlabeled Learning via Noisy Labels Daiki Tanaka Daiki Ikami Kiyoharu Aizawa NoLa 38 3 0 08 Mar 2021
LogBERT: Log Anomaly Detection via BERT Haixuan Guo Shuhan Yuan Xintao Wu 106 225 0 07 Mar 2021
MTLHealth: A Deep Learning System for Detecting Disturbing Content in Student Essays Joseph Valencia Erin Yao 37 0 0 07 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision Andrew Shin Masato Ishii T. Narihira 142 39 0 06 Mar 2021
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings Bhavya Ghai Md. Naimul Hoque Klaus Mueller 84 26 0 05 Mar 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 83 34 0 03 Mar 2021
Few-shot Learning for Slot Tagging with Attentive Relational Network Cennet Oguz Ngoc Thang Vu 53 10 0 03 Mar 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation Haoran Xu Philipp Koehn 66 7 0 03 Mar 2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 71 8 0 02 Mar 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models Ahsaas Bajaj Pavitra Dangati Kalpesh Krishna Pradhiksha Ashok Kumar Rheeya Uppaal Bradford T. Windsor Eliot Brenner Dominic Dotterrer Rajarshi Das Andrew McCallum AILaw RALM 94 52 0 01 Mar 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 397 389 0 28 Feb 2021
Transformers with Competitive Ensembles of Independent Mechanisms Alex Lamb Di He Anirudh Goyal Guolin Ke Chien-Feng Liao Mirco Ravanelli Yoshua Bengio MoE 112 23 0 27 Feb 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 218 136 0 27 Feb 2021
Detecting Harmful Content On Online Platforms: What Platforms Need Vs. Where Research Efforts Go Arnav Arora Preslav Nakov Momchil Hardalov Sheikh Muhammad Sarwar Vibha Nayak ... Dimitrina Zlatkova Kyle Dent Ameya Bhatawdekar Guillaume Bouchard Isabelle Augenstein 90 53 0 27 Feb 2021
Scalable federated machine learning with FEDn Morgan Ekmefjord Addi Ait-Mlouk Sadi Alawadi Mattias Åkesson Desislava Stoyanova O. Spjuth Salman Toor Andreas Hellander FedML 87 43 0 27 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,116 0 26 Feb 2021