Yale LILY Lab

Yale-LILY's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts

yilunzhao 

authored 13 papers 19 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

henryL7 

authored a paper 5 months ago

Understanding Reference Policies in Direct Preference Optimization

Paper • 2407.13709 • Published Jul 18 • 16

hails 

authored a paper 6 months ago

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

Paper • 2406.16838 • Published Jun 24 • 2

hails 

authored a paper 7 months ago

Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?

Paper • 2406.04391 • Published Jun 6 • 7

Simeng 

authored 3 papers 7 months ago

FOLIO: Natural Language Reasoning with First-Order Logic

Paper • 2209.00840 • Published Sep 2, 2022

QTSumm: A New Benchmark for Query-Focused Table Summarization

Paper • 2305.14303 • Published May 23, 2023

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

Paper • 2311.09184 • Published Nov 15, 2023 • 1

niansong1996 

authored a paper 8 months ago

NExT: Teaching Large Language Models to Reason about Code Execution

Paper • 2404.14662 • Published Apr 23 • 4