Compositional format following

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yingbozhou 

authored a paper about 1 month ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published Feb 6 • 24

chitanda 

authored a paper about 1 month ago

Preference Optimization for Reasoning with Pseudo Feedback

Paper • 2411.16345 • Published Nov 25, 2024 • 1

chitanda 

authored a paper 5 months ago

Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks

Paper • 2410.01428 • Published Oct 2, 2024 • 1

chitanda 

authored 3 papers 9 months ago

How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library

Paper • 2404.00699 • Published Mar 31, 2024

Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?

Paper • 2404.12728 • Published Apr 19, 2024

Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training

Paper • 2404.14604 • Published Apr 22, 2024

manandey 

updated a dataset 9 months ago

compositional-format-following/summarization_eval

Viewer • Updated Jun 9, 2024 • 1.2k • 157

yingbozhou 

authored a paper 10 months ago

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13, 2024 • 68

manandey 

authored a paper 11 months ago

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Paper • 2303.03915 • Published Mar 7, 2023 • 7

manandey 

authored a paper about 1 year ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 138

chitanda 

authored 3 papers about 1 year ago

Improving In-context Learning via Bidirectional Alignment

Paper • 2312.17055 • Published Dec 28, 2023

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing

Paper • 2402.00658 • Published Feb 1, 2024

ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?

Paper • 2311.16989 • Published Nov 28, 2023

yingbozhou 

authored a paper about 1 year ago

Unlocking Anticipatory Text Generation: A Constrained Approach for Faithful Decoding with Large Language Models

Paper • 2312.06149 • Published Dec 11, 2023 • 3

chitanda 

authored 6 papers over 1 year ago

Unanswerable Visual Question Answering

Paper • 2310.10942 • Published Oct 17, 2023

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning

Paper • 2309.04766 • Published Sep 9, 2023

Retrieving Multimodal Information for Augmented Generation: A Survey

Paper • 2303.10868 • Published Mar 20, 2023

LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models

Paper • 2305.13718 • Published May 23, 2023

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training

Paper • 2105.04201 • Published May 10, 2021

A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction

Paper • 2005.05189 • Published May 11, 2020