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juewang 

authored a paper 7 months ago

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7, 2024 • 55

jwkirchenbauer 

authored a paper 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52

joelniklaus 

authored 2 papers 9 months ago

FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning

Paper • 2404.02127 • Published Apr 2, 2024

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Paper • 2308.11462 • Published Aug 20, 2023 • 3

joelniklaus 

updated a dataset 9 months ago

lawinstruct/lawinstruct

Updated Apr 3, 2024 • 280 • 20

breakend 

authored a paper 10 months ago

On the Societal Impact of Open Foundation Models

Paper • 2403.07918 • Published Feb 27, 2024 • 16

joelniklaus 

authored a paper 11 months ago

LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text

Paper • 2402.04335 • Published Feb 6, 2024

juewang 

authored 3 papers about 1 year ago

Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding

Paper • 2309.08168 • Published Sep 15, 2023

Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models

Paper • 2307.14430 • Published Jul 26, 2023 • 3

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022 • 1

breakend 

authored a paper about 1 year ago

Foundation Models and Fair Use

Paper • 2303.15715 • Published Mar 28, 2023 • 2

juewang 

authored a paper about 1 year ago

Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time

Paper • 2310.17157 • Published Oct 26, 2023 • 12

joelniklaus 

authored a paper over 1 year ago

Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents

Paper • 2309.08695 • Published Sep 15, 2023 • 1

sangmichaelxie 

authored 7 papers over 1 year ago

Data Selection for Language Models via Importance Resampling

Paper • 2302.03169 • Published Feb 6, 2023

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022 • 1

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021

An Explanation of In-context Learning as Implicit Bayesian Inference

Paper • 2111.02080 • Published Nov 3, 2021 • 1

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation

Paper • 2204.00570 • Published Apr 1, 2022

Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning

Paper • 2106.09226 • Published Jun 17, 2021

Reward Design with Language Models

Paper • 2303.00001 • Published Feb 27, 2023