v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Logographic Information Aids Learning Better Representations for Natural Language Inference Zijian Jin Duygu Ataman 58 1 0 03 Nov 2022
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags Jiang-Dong Liu Donghong Ji Jingye Li Dongdong Xie Chong Teng Liang Zhao Fei Li 73 15 0 01 Nov 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding Dou Hu Xiaolong Hou Xiyang Du Mengyuan Zhou Lian-Xin Jiang Yang Mo Xiaofeng Shi 99 13 0 01 Nov 2022
The future is different: Large pre-trained language models fail in prediction tasks K. Cvejoski Ramses J. Sanchez C. Ojeda 87 4 0 01 Nov 2022
Transfer Learning with Kernel Methods Adityanarayanan Radhakrishnan Max Ruiz Luyten Neha Prasad Caroline Uhler 52 25 0 01 Nov 2022
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain Raj Sanjay Shah Kunal Chawla Dheeraj Eidnani Agam Shah Wendi Du Sudheer Chava Natraj Raman Charese Smiley Jiaao Chen Diyi Yang AIFin 95 112 0 31 Oct 2022
Leveraging Pre-trained Models for Failure Analysis Triplets Generation Kenneth Ezukwoke Anis Hoayek M. Batton-Hubert Xavier Boucher Pascal Gounet Jerome Adrian 64 1 0 31 Oct 2022
Emergent Linguistic Structures in Neural Networks are Fragile Emanuele La Malfa Matthew Wicker Marta Kiatkowska 84 1 0 31 Oct 2022
Improving Cause-of-Death Classification from Verbal Autopsy Reports Thokozile Manaka Terence L van Zyl D. Kar 59 1 0 31 Oct 2022
Do Charge Prediction Models Learn Legal Theory? Zhenwei An Quzhe Huang Cong Jiang Yansong Feng Dongyan Zhao ELM AILaw 68 6 0 31 Oct 2022
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings Jiangbin Zheng Yile Wang Ge Wang Jun Xia Yufei Huang Guojiang Zhao Yue Zhang Stan Y. Li 68 26 0 30 Oct 2022
Probing for targeted syntactic knowledge through grammatical error detection Christopher Davis Christopher Bryant Andrew Caines Marek Rei P. Buttery 47 4 0 28 Oct 2022
Modeling structure-building in the brain with CCG parsing and large language models Miloš Stanojević Jonathan Brennan Donald Dunagan Mark Steedman John T. Hale 53 14 0 28 Oct 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data Jacqueline He Mengzhou Xia C. Fellbaum Danqi Chen 54 32 0 26 Oct 2022
A Robust Bias Mitigation Procedure Based on the Stereotype Content Model Eddie L. Ungless Amy Rafferty Hrichika Nag Bjorn Ross 72 30 0 26 Oct 2022
End-to-End Multimodal Representation Learning for Video Dialog Huda AlAmri Anthony Bilic Michael Hu Apoorva Beedu Irfan Essa 84 7 0 26 Oct 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Yifan Chen Devamanyu Hazarika Mahdi Namazifar Yang Liu Di Jin Dilek Z. Hakkani-Tür 63 4 0 26 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 70 3 0 25 Oct 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios Zhuohao Chen Nikolaos Flemotomos Zac E. Imel David C. Atkins Shrikanth Narayanan 66 4 0 25 Oct 2022
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models Hao Liu Xinyang Geng Lisa Lee Igor Mordatch Sergey Levine Sharan Narang Pieter Abbeel KELM CLL 89 2 0 24 Oct 2022
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative Leonie Weissweiler Valentin Hofmann Abdullatif Köksal Hinrich Schütze 82 35 0 24 Oct 2022
Full-Text Argumentation Mining on Scientific Publications Arne Binder Bhuvanesh Verma Leonhard Hennig 20 5 0 24 Oct 2022
Enhancing Label Consistency on Document-level Named Entity Recognition Minbyul Jeong Jaewoo Kang 48 6 0 24 Oct 2022
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis Konstantina Dritsa Kaiti Thoma John Pavlopoulos Panos Louridas AILaw 58 1 0 23 Oct 2022
Span-based joint entity and relation extraction augmented with sequence tagging mechanism Bing Ji Shasha Li Hao Xu Jie Yu Jun Ma Bin Ji Jing Yang 79 4 0 23 Oct 2022
A BERT-based Deep Learning Approach for Reputation Analysis in Social Media Mohammad Wali Ur Rahman Sicong Shao Pratik Satam Salim Hariri Chris Padilla Zoe Taylor C. Nevarez 43 5 0 23 Oct 2022
Guided contrastive self-supervised pre-training for automatic speech recognition Aparna Khare Minhua Wu Saurabhchand Bhati J. Droppo Roland Maas SSL 67 0 0 22 Oct 2022
What do Large Language Models Learn beyond Language? Avinash Madasu Shashank Srivastava LRM AI4CE 73 5 0 21 Oct 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation Zekun Li Jina Kim Yao-Yi Chiang Muhao Chen 133 32 0 21 Oct 2022
Probing with Noise: Unpicking the Warp and Weft of Embeddings Filip Klubicka John D. Kelleher 70 4 0 21 Oct 2022
Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers Daniel Fernández-González 77 0 0 21 Oct 2022
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation Ziqi Wang Yuexin Wu Frederick Liu Daogao Liu Le Hou Hongkun Yu Jing Li Heng Ji 88 5 0 21 Oct 2022
Efficiently Tuned Parameters are Task Embeddings Wangchunshu Zhou Canwen Xu Julian McAuley 58 8 0 21 Oct 2022
Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li Yilun Du J. Tenenbaum Antonio Torralba Igor Mordatch MoMe 73 25 0 20 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 98 8 0 19 Oct 2022
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models Hao Zhang 31 0 0 19 Oct 2022
Detecting and analyzing missing citations to published scientific entities Jialiang Lin Yao Yu Jia-Qi Song X. Shi 52 4 0 18 Oct 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning Shuo Xie Jiahao Qiu Ankita Pasad Li Du Qing Qu Hongyuan Mei 87 16 0 18 Oct 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis Shuai Fan Chen Lin Haonan Li Zheng-Wen Lin Jinsong Su Hang Zhang Yeyun Gong Jian Guo Nan Duan VLM 67 19 0 18 Oct 2022
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models Zhiyuan Zhang Lingjuan Lyu Xingjun Ma Chenguang Wang Xu Sun AAML 66 43 0 18 Oct 2022
Less is More: A Lightweight and Robust Neural Architecture for Discourse Parsing Ming Li Ruihong Huang 59 2 0 18 Oct 2022
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization Thomas Effland Michael Collins 103 6 0 17 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 101 205 0 17 Oct 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion Jian Song Di Liang Rumei Li Yun Li Sirui Wang Minlong Peng Wei Wu Yongxin Yu 67 12 0 16 Oct 2022
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge Shangbin Feng Zhaoxuan Tan Zilong Chen Ningnan Wang Peisheng Yu Qinghua Zheng Xiao Chang Minnan Luo 81 9 0 15 Oct 2022
Temporal Word Meaning Disambiguation using TimeLMs Mihir Godbole Parth Dandavate Aditya Kane 74 2 0 15 Oct 2022
Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations Themos Stafylakis Ladislav Mošner Sofoklis Kakouros Oldrich Plchot L. Burget J. Černocký SSL 60 10 0 15 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 189 91 0 14 Oct 2022
Predicting Fine-Tuning Performance with Probing Zining Zhu Soroosh Shahtalebi Frank Rudzicz 64 10 0 13 Oct 2022
Experiments on Turkish ASR with Self-Supervised Speech Representation Learning Ali Safaya E. Erzin 41 1 0 13 Oct 2022