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michiyasunaga 

authored 20 papers 4 days ago

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Paper • 1809.08887 • Published Sep 24, 2018 • 2

Large Language Models as Analogical Reasoners

Paper • 2310.01714 • Published Oct 3, 2023 • 16

SParC: Cross-Domain Semantic Parsing in Context

Paper • 1906.02285 • Published Jun 5, 2019

ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks

Paper • 1909.01716 • Published Sep 4, 2019

Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models

Paper • 2305.17311 • Published May 27, 2023 • 1

WILDS: A Benchmark of in-the-Wild Distribution Shifts

Paper • 2012.07421 • Published Dec 14, 2020 • 1

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021

LM-Critic: Language Models for Unsupervised Grammatical Error Correction

Paper • 2109.06822 • Published Sep 14, 2021

Extending the WILDS Benchmark for Unsupervised Adaptation

Paper • 2112.05090 • Published Dec 9, 2021 • 1

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

Paper • 2201.05966 • Published Jan 16, 2022 • 1

GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

Paper • 2201.08860 • Published Jan 21, 2022

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Paper • 2206.04615 • Published Jun 9, 2022 • 5

BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Paper • 2403.18421 • Published Mar 27, 2024 • 23

STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

Paper • 2404.13207 • Published Apr 19, 2024

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 3

REPLUG: Retrieval-Augmented Black-Box Language Models

Paper • 2301.12652 • Published Jan 30, 2023

Zero-shot causal learning

Paper • 2301.12292 • Published Jan 28, 2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Paper • 2302.06476 • Published Feb 8, 2023

Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts

Paper • 2302.09155 • Published Feb 17, 2023