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sewon 

authored 20 papers about 1 month ago

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models

Paper • 2310.01329 • Published Oct 2, 2023

UnifiedQA: Crossing Format Boundaries With a Single QA System

Paper • 2005.00700 • Published May 2, 2020

Dense Passage Retrieval for Open-Domain Question Answering

Paper • 2004.04906 • Published Apr 10, 2020 • 2

AmbigQA: Answering Ambiguous Open-domain Questions

Paper • 2004.10645 • Published Apr 22, 2020

FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Paper • 2305.14251 • Published May 23, 2023 • 2

MetaICL: Learning to Learn In Context

Paper • 2110.15943 • Published Oct 29, 2021

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts

Paper • 2112.08348 • Published Dec 15, 2021

Do Membership Inference Attacks Work on Large Language Models?

Paper • 2402.07841 • Published Feb 12, 2024

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Paper • 2202.12837 • Published Feb 25, 2022 • 1

Measuring and Narrowing the Compositionality Gap in Language Models

Paper • 2210.03350 • Published Oct 7, 2022

Exploring The Landscape of Distributional Robustness for Question Answering Models

Paper • 2210.12517 • Published Oct 22, 2022

CREPE: Open-Domain Question Answering with False Presuppositions

Paper • 2211.17257 • Published Nov 30, 2022

Nonparametric Masked Language Modeling

Paper • 2212.01349 • Published Dec 2, 2022 • 1

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

Paper • 2212.10001 • Published Dec 20, 2022

REPLUG: Retrieval-Augmented Black-Box Language Models

Paper • 2301.12652 • Published Jan 30, 2023

Scaling Retrieval-Based Language Models with a Trillion-Token Datastore

Paper • 2407.12854 • Published Jul 9, 2024 • 32

Organize the Web: Constructing Domains Enhances Pre-Training Data Curation

Paper • 2502.10341 • Published Feb 14 • 3

Spurious Rewards: Rethinking Training Signals in RLVR

Paper • 2506.10947 • Published Jun 12 • 1

LEANN: A Low-Storage Vector Index

Paper • 2506.08276 • Published Jun 9 • 1

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

Paper • 2507.01297 • Published Jul 2