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yilunzhao 

authored 13 papers 24 days ago

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization

Paper • 2311.09184 • Published Nov 15, 2023 • 1

Investigating Data Contamination in Modern Benchmarks for Large Language Models

Paper • 2311.09783 • Published Nov 16, 2023 • 2

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Paper • 2311.10537 • Published Nov 16, 2023 • 3

Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science

Paper • 2402.04247 • Published Feb 6 • 1

Evaluating LLMs at Detecting Errors in LLM Responses

Paper • 2404.03602 • Published Apr 4 • 2

FOLIO: Natural Language Reasoning with First-Order Logic

Paper • 2209.00840 • Published Sep 2, 2022

ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples

Paper • 2210.12374 • Published Oct 22, 2022

Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies

Paper • 2305.12586 • Published May 21, 2023

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20 • 52

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation

Paper • 2212.07981 • Published Dec 15, 2022

ReIFE: Re-evaluating Instruction-Following Evaluation

Paper • 2410.07069 • Published Oct 9

TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models

Paper • 2410.23266 • Published Oct 30 • 20

M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models

Paper • 2411.04075 • Published Nov 6 • 15

yilunzhao 

authored 4 papers about 1 year ago

DocMath-Eval: Evaluating Numerical Reasoning Capabilities of LLMs in Understanding Long Documents with Tabular Data

Paper • 2311.09805 • Published Nov 16, 2023 • 3

QTSumm: A New Benchmark for Query-Focused Table Summarization

Paper • 2305.14303 • Published May 23, 2023

Large Language Models are Effective Table-to-Text Generators, Evaluators, and Feedback Providers

Paper • 2305.14987 • Published May 24, 2023 • 1

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 9

yilunzhao 

authored a paper over 1 year ago

Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?

Paper • 2309.08963 • Published Sep 16, 2023 • 9