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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
ALLaM: Large Language Models for Arabic and English M Saiful Bari Yazeed Alnumay Norah A. Alzahrani Nouf M. Alotaibi H. A. Alyahya ... Jeril Kuriakose Abdalghani Abujabal Nora Al-Twairesh Areeb Alowisheq Haidar Khan 73 17 0 22 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 89 10 0 19 Jul 2024
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization Md Sultan al Nahian R. Kavuluru MedIm AI4CE 56 0 0 19 Jul 2024
Dynamic Sentiment Analysis with Local Large Language Models using Majority Voting: A Study on Factors Affecting Restaurant Evaluation Junichiro Niimi 84 4 0 18 Jul 2024
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection Jintang Xue Yun Cheng Wang Chengwei Wei C.-C. Jay Kuo 78 0 0 17 Jul 2024
Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts Lauren Levine Cindy Tung Li Lydia Bremer-McCollum Nicholas Wagner Amir Zeldes RALM 69 1 0 17 Jul 2024
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts Zhenpeng Su Zijia Lin Xue Bai Xing Wu Yizhe Xiong ... Guangyuan Ma Hui Chen Guiguang Ding Wei Zhou Songlin Hu MoE 93 5 0 13 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 74 7 0 12 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 154 9 1 10 Jul 2024
Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty? Leonidas Zotos H. Rijn Malvina Nissim ELM 92 3 0 07 Jul 2024
Toucan: Many-to-Many Translation for 150 African Language Pairs AbdelRahim Elmadany Ife Adebara Muhammad Abdul-Mageed 68 3 0 05 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 101 32 0 02 Jul 2024
Cross-Lingual Transfer Learning for Speech Translation Rao Ma Yassir Fathullah Mengjie Qian Siyuan Tang Mark Gales Kate Knill 174 4 0 01 Jul 2024
MALSIGHT: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization Haolang Lu Hongrui Peng Guoshun Nan Jiaoyang Cui Cheng Wang Weifei Jin Songtao Wang Shengli Pan Xiaofeng Tao 69 4 0 26 Jun 2024
MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting Tianhao Li Shangjie Li Binbin Xie Deyi Xiong Baosong Yang CLL 118 4 0 25 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 58 0 0 24 Jun 2024
Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care Hassan Alhuzali Ashwag Alasmari AI4MH 79 2 0 23 Jun 2024
The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts Zhili Shen Zihang Xi Ying He Wei Tong Jingyu Hua Sheng Zhong SILM 86 8 0 20 Jun 2024
In Tree Structure Should Sentence Be Generated Yaguang Li Xin Chen 40 0 0 20 Jun 2024
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models Shijie Han Zhenyu Zhang Andrei Arsene Simion 73 2 0 20 Jun 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling Josh Gardner Juan C. Perdomo Ludwig Schmidt LMTD 107 24 0 17 Jun 2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content Joao Monteiro Pierre-Andre Noel Étienne Marcotte Sai Rajeswar Valentina Zantedeschi David Vazquez Nicolas Chapados Christopher Pal Perouz Taslakian 65 7 0 17 Jun 2024
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 134 9 0 17 Jun 2024
To be Continuous, or to be Discrete, Those are Bits of Questions Yiran Wang Masao Utiyama 80 4 0 12 Jun 2024
Nonlinear time-series embedding by monotone variational inequality Jonathan Y. Zhou Yao Xie AI4TS 122 0 0 11 Jun 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL Qi Lv Xiang Deng Gongwei Chen Michael Yu Wang Liqiang Nie 198 8 0 08 Jun 2024
Randomized Geometric Algebra Methods for Convex Neural Networks Yifei Wang Sungyoon Kim Paul Chu Indu Subramaniam Mert Pilanci AAML 125 0 0 04 Jun 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 96 1 0 04 Jun 2024
EduNLP: Towards a Unified and Modularized Library for Educational Resources Zhenya Huang Yuting Ning Longhu Qin Shiwei Tong Shangzi Xue ... Xin Lin Jia-Yin Liu Qi Liu Enhong Chen Shijin Wang AI4Ed 75 1 0 03 Jun 2024
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modeling Wrick Talukdar Anjanava Biswas 52 5 0 03 Jun 2024
Identifiability of a statistical model with two latent vectors: Importance of the dimensionality relation and application to graph embedding Hiroaki Sasaki CML 54 0 0 30 May 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 107 15 0 27 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 195 4 0 24 May 2024
CEEBERT: Cross-Domain Inference in Early Exit BERT Divya J. Bajpai M. Hanawal LRM 84 5 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 335 54 0 23 May 2024
Efficacy of ByT5 in Multilingual Translation of Biblical Texts for Underrepresented Languages Corinne Aars Lauren Adams Xiaokan Tian Zhaoyu Wang Colton Wismer Jason Wu Pablo Rivas Korn Sooksatra Matthew Fendt 43 0 0 22 May 2024
CReMa: Crisis Response through Computational Identification and Matching of Cross-Lingual Requests and Offers Shared on Social Media Rabindra Lamsal M. Read S. Karunasekera Muhammad Imran 65 3 0 20 May 2024
Large Language Models Lack Understanding of Character Composition of Words Andrew Shin Kunitake Kaneko 104 11 0 18 May 2024
Multilingual Substitution-based Word Sense Induction Denis Kokosinskii Nikolay Arefyev 50 2 0 17 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 76 74 0 17 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 86 1 0 17 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 93 2 0 15 May 2024
A Comprehensive Analysis of Static Word Embeddings for Turkish Karahan Sarıtaş Cahid Arda Öz Tunga Güngör 48 4 0 13 May 2024
LGDE: Local Graph-based Dictionary Expansion Dominik J. Schindler Sneha Jha Xixuan Zhang Kilian Buehling Annett Heft Mauricio Barahona 63 0 0 13 May 2024
Boosting House Price Estimations with Multi-Head Gated Attention A. Sellam C. Distante Abdelmalik Taleb-Ahmed P. Mazzeo 47 2 0 13 May 2024
Automating Thematic Analysis: How LLMs Analyse Controversial Topics Awais Hameed Khan H. Kegalle Rhea D'Silva Ned Watt Daniel Whelan-Shamy Lida Ghahremanlou Liam Magee 91 7 0 11 May 2024
Word-specific tonal realizations in Mandarin Yu-Ying Chuang Melanie J. Bell Yu-Hsiang Tseng R. Baayen 145 5 0 11 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 114 12 0 10 May 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 165 8 0 09 May 2024
Revisiting character-level adversarial attacks Elias Abad Rocamora Yongtao Wu Fanghui Liu Grigorios G. Chrysos Volkan Cevher AAML 96 4 0 07 May 2024