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Noah A. Smith

Papers
60

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60papers

Authored papers

60

Meta-Reinforcement Learning with Self-Reflection for Agentic Search

arXiv 2026

2026

Olmo 3

arXiv 2025

2025

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

arXiv 2025

2025

Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index

arXiv 2025

2025

PointArena: Probing Multimodal Grounding Through Language-Guided Pointing

arXiv 2025

2025

Bolmo: Byteifying the Next Generation of Language Models

arXiv 2025

2025

BLAB: Brutally Long Audio Bench

arXiv 2025

2025

FlexOlmo: Open Language Models for Flexible Data Use

arXiv 2025

2025

MMMG: a Comprehensive and Reliable Benchmark for Multitask Multimodal Generation

arXiv 2025

2025

2 OLMo 2 Furious

arXiv 2024

2024

Tulu 3: Pushing Frontiers in Open Language Model Post-Training

preprint

2024

OLMo: Accelerating the Science of Language Models

arXiv 2024

2024

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

CVPR 2025 1

2024

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

arXiv 2024

2024

OLMoE: Open Mixture-of-Experts Language Models

arXiv 2024

2024

RewardBench: Evaluating Reward Models for Language Modeling

arXiv 2024

2024

Tuning Language Models by Proxy

arXiv 2024

2024

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models

arXiv 2024

2024

Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback

arXiv 2024

2024

Data Mixture Inference: What do BPE Tokenizers Reveal about their Training Data?

arXiv 2024

2024

What's In My Big Data?

arXiv 2023

2023

Summarization-Based Document IDs for Generative Retrieval with Language Models

arXiv 2023

2023

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

ICCV 2023 1

2023

Scaling Expert Language Models with Unsupervised Domain Discovery

arXiv 2023

2023

SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore

arXiv 2023

2023

Time is Encoded in the Weights of Finetuned Language Models

arXiv 2023

2023

We're Afraid Language Models Aren't Modeling Ambiguity

arXiv 2023

2023

In-context Pretraining: Language Modeling Beyond Document Boundaries

arXiv 2023

2023

How Language Model Hallucinations Can Snowball

arXiv 2023

2023

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements

arXiv 2023

2023

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

arXiv 2022

2022

Self-Instruct: Aligning Language Models with Self-Generated Instructions

arXiv 2022

2022

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

arXiv 2022

2022

Measuring and Narrowing the Compositionality Gap in Language Models

arXiv 2022

2022

Modeling Context With Linear Attention for Scalable Document-Level Translation

arXiv 2022

2022

Binding Language Models in Symbolic Languages

arXiv 2022

2022

One Embedder, Any Task: Instruction-Finetuned Text Embeddings

arXiv 2022

2022

PromptCap: Prompt-Guided Task-Aware Image Captioning

arXiv 2022

2022

Selective Annotation Makes Language Models Better Few-Shot Learners

arXiv 2022

2022

WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation

arXiv 2022

2022

RealTime QA: What's the Answer Right Now?

realtime-qa-what-s-the-answer-right-now

2022

Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

arXiv 2022

2022

A Call for Clarity in Beam Search: How It Works and When It Stops

arXiv 2022

2022

In-Context Learning for Few-Shot Dialogue State Tracking

arXiv 2022

2022

Transparency Helps Reveal When Language Models Learn Meaning

arXiv 2022

2022

Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

train-short-test-long-attention-with-linear-1

2021

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

ACL 2021 5

2021

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

NAACL 2021 4

2021

DEMix Layers: Disentangling Domains for Modular Language Modeling

NAACL 2022 7

2021

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics

NAACL 2022 7

2021

Probing Across Time: What Does RoBERTa Know and When?

Findings (EMNLP) 2021 11

2021

Challenges in Automated Debiasing for Toxic Language Detection

EACL 2021 2

2021

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

EMNLP 2020 11

2020

Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

don-t-stop-pretraining-adapt-language-models-1

2020

Shortformer: Better Language Modeling using Shorter Inputs

ACL 2021 5

2020

Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation

deep-encoder-shallow-decoder-reevaluating-non

2020

Knowledge Enhanced Contextual Word Representations

knowledge-enhanced-contextual-word-1

2019

Dynamic Entity Representations in Neural Language Models

dynamic-entity-representations-in-neural-1

2017

Transition-Based Dependency Parsing with Stack Long Short-Term Memory

transition-based-dependency-parsing-with-5

2015

Retrofitting Word Vectors to Semantic Lexicons

retrofitting-word-vectors-to-semantic-1

2014

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from 60 papers