Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning.

[BibT_eX]

[DOI]

Tianhua Zhang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

LangNav: Language as a Perceptual Representation for Navigation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Gated Linear Attention Transformers with Hardware-Efficient Training.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Data Engineering for Scaling Language Models to 128K Context.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

In-Context Language Learning: Architectures and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Fast Matrix Multiplications for Lookup Table-Quantized LLMs.

[BibT_eX]

[DOI]

Han Guo

William Brandon

Radostin Cholakov

Jonathan Ragan-Kelley

Eric P. Xing

Yoon Kim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MDCR: A Dataset for Multi-Document Conditional Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents.

[BibT_eX]

[DOI]

Louis-Philippe Morency

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Learning to Decode Collaboratively with Multiple Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

What Do Language Models Hear? Probing for Auditory Representations in Language Models.

[BibT_eX]

[DOI]

Jerry Ngo

Yoon Kim

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities.

[BibT_eX]

[DOI]

Yujun Mao

Yoon Kim

Yilun Zhou

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Feasibility and usability of a personalized mHealth app for self-management in the first year following breast cancer surgery.

[BibT_eX]

[DOI]

Health Informatics J., January, 2023

Towards Verifiable Text Generation with Symbolic References.

[BibT_eX]

[DOI]

Lucas Torroba Hennigen

CoRR, 2023

VizAbility: Multimodal Accessible Data Visualization with Keyboard Navigation and Conversational Interaction.

[BibT_eX]

[DOI]

CoRR, 2023

SAIL: Search-Augmented Instruction Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Short- and Long-Term Memory Based on a Floating-Gate IGZO Synaptic Transistor.

[BibT_eX]

[DOI]

IEEE Access, 2023

Multi-View Computed Tomography Network for Osteoporosis Classification.

[BibT_eX]

[DOI]

IEEE Access, 2023

Grammar Prompting for Domain-Specific Language Generation with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors.

[BibT_eX]

[DOI]

Tom Hartvigsen

Swami Sankaranarayanan

Hamid Palangi

Yoon Kim

Marzyeh Ghassemi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning to Grow Pretrained Models for Efficient Transformer Training.

[BibT_eX]

[DOI]

Peihao Wang

Rameswar Panda

Lucas Torroba Hennigen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Explain-then-translate: an analysis on improving program translation with self-generated explanations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Search Augmented Instruction Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Simple Hardware-Efficient PCFGs with Independent Left and Right Productions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Alignment via Mutual Information.

[BibT_eX]

[DOI]

Shinjini Ghosh

Yoon Kim

Ramón Fernandez Astudillo

Tahira Naseem

Jacob Andreas

Proceedings of the 27th Conference on Computational Natural Language Learning, 2023

Audio-Visual Neural Syntax Acquisition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars.

[BibT_eX]

[DOI]

Songlin Yang

Roger Levy

Yoon Kim

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Deriving Language Models from Masked Language Models.

[BibT_eX]

[DOI]

Lucas Torroba Hennigen

Yoon Kim

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Entailment as Robust Self-Learner.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Kori: Interactive Synthesis of Text and Charts in Data Documents.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Large Language Models are Zero-Shot Clinical Information Extractors.

[BibT_eX]

[DOI]

CoRR, 2022

Computer Aided Facial Bone Fracture Diagnosis (CA-FBFD) System Based on Object Detection Model.

[BibT_eX]

[DOI]

IEEE Access, 2022

Flexible Parylene C-Based RRAM Array for Neuromorphic Applications.

[BibT_eX]

[DOI]

IEEE Access, 2022

Inducing and Using Alignments for Transition-based AMR Parsing.

[BibT_eX]

[DOI]

Ramón Fernandez Astudillo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Co-training Improves Prompt-based Learning for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Hierarchical Phrase-Based Sequence-to-Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Probing for Incremental Parse States in Autoregressive Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Large language models are few-shot clinical information extractors.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

VALHALLA: Visual Hallucination for Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Controlling the Focus of Pretrained Language Generation Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Sequence-to-Sequence Learning with Latent Neural Grammars.

[BibT_eX]

[DOI]

Yoon Kim

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Parameter-Efficient Transfer Learning with Diff Pruning.

[BibT_eX]

[DOI]

Demi Guo

Alexander M. Rush

Yoon Kim

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Zinc Tin Oxide Synaptic Device for Neuromorphic Engineering.

[BibT_eX]

[DOI]

IEEE Access, 2020

Emergence of Separable Manifolds in Deep Language Representations.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Sequence-Level Mixed Sample Data Augmentation.

[BibT_eX]

[DOI]

Demi Guo

Yoon Kim

Alexander M. Rush

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Amortized Bethe Free Energy Minimization for Learning MRFs.

[BibT_eX]

[DOI]

Sam Wiseman

Yoon Kim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Unsupervised Recurrent Neural Network Grammars.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Avoiding Latent Variable Collapse with Generative Skip Models.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Compound Probabilistic Context-Free Grammars for Grammar Induction.

[BibT_eX]

[DOI]

Yoon Kim

Chris Dyer

Alexander M. Rush

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A Tutorial on Deep Latent Variable Models of Natural Language.

[BibT_eX]

[DOI]

Yoon Kim

Sam Wiseman

Alexander M. Rush

CoRR, 2018

Latent Alignment and Variational Attention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adversarially Regularized Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Semi-Amortized Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

OpenNMT: Neural Machine Translation Toolkit.

[BibT_eX]

[DOI]

Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

2017

Characterization of oxide trap density with the charge pumping technique in dual-layer gate oxide.

[BibT_eX]

[DOI]

Younghwan Son

Yoon Kim

Myounggon Kang

IEICE Electron. Express, 2017

Investigation of capture and emission dependence between individual traps from complex random telegraph signal noise analysis.

[BibT_eX]

[DOI]

Younghwan Son

Yoon Kim

Myounggon Kang

IEICE Electron. Express, 2017

Reconfigurable U-shaped tunnel field-effect transistor.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2017

OpenNMT: Open-source Toolkit for Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2017

Adversarially Regularized Autoencoders for Generating Discrete Structures.

[BibT_eX]

[DOI]

CoRR, 2017

Structured Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Adapting Sequence Models for Sentence Correction.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

OpenNMT: Open-Source Toolkit for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Sequence-Level Knowledge Distillation.

[BibT_eX]

[DOI]

Yoon Kim

Alexander M. Rush

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction.

[BibT_eX]

[DOI]

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

Character-Aware Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Can a health information exchange save healthcare costs? Evidence from a pilot program in South Korea.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2015

2014

Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification.

[BibT_eX]

[DOI]

Yoon Kim

Owen Zhang

Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Convolutional Neural Networks for Sentence Classification.

[BibT_eX]

[DOI]

Yoon Kim

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Temporal Analysis of Language through Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

2013

The predictability of claim-data-based comorbidity-adjusted models could be improved by using medication data.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2013

Improved real-time video resizing technique using temporal forward energy.

[BibT_eX]

[DOI]

Daehyun Park

Kanghee Lee

Yoon Kim

J. Electronic Imaging, 2013

Patients' perceptions of a health information exchange: A pilot program in South Korea.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2013

Quality metrics for detailed clinical models.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2013

Functional quantizer design for source localization in sensor networks.

[BibT_eX]

[DOI]

Yoon Kim

EURASIP J. Adv. Signal Process., 2013

2012

Novel Three Dimensional (3D) NAND Flash Memory Array Having Tied Bit-line and Ground Select Transistor (TiGer).

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2012

2011

A Multimodal Real-Time MRI Articulatory Corpus for Speech Research.

[BibT_eX]

[DOI]

Shrikanth S. Narayanan

Erik Bresch

Prasanta Kumar Ghosh

Louis Goldstein

Athanasios Katsamanis

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

Design and implementation of a standards-based interoperable clinical decision support architecture in the context of the Korean EHR.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2010

Simulation Study on Dependence of Channel Potential Self-Boosting on Device Scale and Doping Concentration in 2-D and 3-D NAND-Type Flash Memory Devices.

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2010

Alerting of Laboratory Critical Values.

[BibT_eX]

[DOI]

Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010

Accuracy and Performance Evaluation of a Laboratory Results Alerting.

[BibT_eX]

[DOI]

Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010

Integration of Workflow and Rule Engines for Clinical Decision Support Services.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2010, 2010

Verification & Validation of the Knowledge Base for the Hypertension Management CDSS.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2010, 2010

Quorum Based Mutual Exclusion in Asynchronous Systems with Unreliable Failure Detectors.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

2009

3-Dimensional Terraced NAND (3D TNAND) Flash Memory-Stacked Version of Folded NAND Array.

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2009

2008

Characterization of 2-bit Recessed Channel Memory with Lifted-Charge Trapping Node (L-CTN) Scheme.

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2008

2007

Resource consumption-aware QoS in cluster-based VOD servers.

[BibT_eX]

[DOI]

J. Syst. Archit., 2007

Needs Assessment for the Computer-interpretable Hypertension Guideline at Public Health Centers in Korea.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Development of Hypertension Management Ontology for Guideline-based Clinical Decision Support System.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Experimental Evaluation for Scalability and QoS in a VOD System.

[BibT_eX]

[DOI]

Proceedings of the Selected Papers of the Fifth International Conference on, 2007

Load Distribution Method and Admission control for Streaming Media QoS in Distributed Transcoding Servers.

[BibT_eX]

[DOI]

Proceedings of the Selected Papers of the Fifth International Conference on, 2007

2006

Improved POCS-Based Deblocking Technique Using Wavelet Transform in Block Coded Image.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2006

Load Distribution Strategies in Cluster-Based Transcoding Servers for Mobile Clients.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2006

Thin-Client Computing for Supporting the QoS of Streaming Media in Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2006

2005

An efficient POCS-based post-processing technique using wavelet transform in HDTV.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2005

An Effective Failure Recovery Mechanism with Pipeline Computing in Clustered-Based VOD Servers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2005

TCP-Friendly Congestion Control over Heterogeneous Wired/Wireless IP Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2005

2004

Evaluation of Token Bucket Parameters for VBR MPEG Video.

[BibT_eX]

[DOI]

Sang-Hyun Park

Yoon Kim

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

2003

Wireless measurement based resource allocation for QoS provisioning over IEEE 802.11 wireless LAN.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2003

Efficient real-time frame layer rate control technique for low bit rate video over WLAN.

[BibT_eX]