Noah Smith
21 papers · 2009–2024 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (43) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Natural Language Processing
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language model
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large language model
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language modeling
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machine translation
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prompt engineering
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natural language inference
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online learning
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few-shot learning
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sequence modeling
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feature selection
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knowledge distillation
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text classification
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benchmark evaluation
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in-context learning
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commonsense knowledge
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natural language processing
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question answering
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structured prediction
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dependency parsing
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zero-shot learning
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Papers
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
ACL 2024
OLMo: Accelerating the Science of Language Models
ACL 2024
Set the Clock: Temporal Alignment of Pretrained Language Models
ACL 2024
Time is Encoded in the Weights of Finetuned Language Models
ACL 2024
Demystifying Prompts in Language Models via Perplexity Estimation
EMNLP 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models
EMNLP 2023
Measuring and Narrowing the Compositionality Gap in Language Models
EMNLP 2023
That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context?
EMNLP 2023
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements
EMNLP 2023
We’re Afraid Language Models Aren’t Modeling Ambiguity
EMNLP 2023
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
ICLR 2022
Challenges in Automated Debiasing for Toxic Language Detection
EACL 2021
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
ICLR 2021
Random Feature Attention
ICLR 2021
Learning Word Representations with Hierarchical Sparse Coding
ICML 2015
Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers
ICML 2014
Dual Decomposition with Many Overlapping Components
EMNLP 2011
Online Learning of Structured Predictors with Multiple Kernels
AISTATS 2011
Structured Sparsity in Structured Prediction
EMNLP 2011
Turbo Parsers: Dependency Parsing by Approximate Variational Inference
EMNLP 2010
Concise Integer Linear Programming Formulations for Dependency Parsing
ACL 2009