research
∙
09/16/2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
Despite the power of Large Language Models (LLMs) like GPT-4, they still...
share
research
∙
08/31/2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge
Pre-trained language models like ChatGPT have significantly improved cod...
research
∙
08/14/2023
OctoPack: Instruction Tuning Code Large Language Models
Finetuning large language models (LLMs) on instructions leads to vast pe...
research
∙
07/31/2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Despite the advancements of open-source large language models (LLMs) and...
research
∙
06/25/2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
Despite significant progress having been made in question answering on t...
research
∙
05/24/2023
Large Language Models are Effective Table-to-Text Generators, Evaluators, and Feedback Providers
Large language models (LLMs) have shown remarkable ability on controllab...
research
∙
05/23/2023
QTSumm: A New Benchmark for Query-Focused Table Summarization
People primarily consult tables to conduct data analysis or answer speci...
research
∙
05/08/2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning
This paper presents our contribution to the MEDIQA-2023 Dialogue2Note sh...
research
∙
11/03/2022
Crosslingual Generalization through Multitask Finetuning
Multitask prompted finetuning (MTF) has been shown to help large languag...
research
∙
04/13/2022
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts
The Electronic Health Record (EHR) is an essential part of the modern me...
research
∙
02/02/2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
PromptSource is a system for creating, sharing, and using natural langua...
research
∙
12/16/2021
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning
Factual inconsistencies in generated summaries severely limit the practi...
research
∙
12/16/2021
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources
A classification scheme of a scientific subject gives an overview of its...
research
∙
12/13/2021
Surfer100: Generating Surveys From Web Resources on Wikipedia-style
Fast-developing fields such as Artificial Intelligence (AI) often outpac...
research
∙
11/05/2021
Improving RNA Secondary Structure Design using Deep Reinforcement Learning
Rising costs in recent years of developing new drugs and treatments have...
research
∙
10/11/2021
Multi-modal Self-supervised Pre-training for Regulatory Genome Across Cell Types
In the genome biology research, regulatory genome modeling is an importa...
research
∙
09/19/2021
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries
Current pre-trained models applied to summarization are prone to factual...
research
∙
10/12/2020
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching
Detection of semantic similarity plays a vital role in sentence matching...
research
∙
07/09/2020
Multi-Granularity Modularized Network for Abstract Visual Reasoning
Abstract visual reasoning connects mental abilities to the physical worl...
research
∙
07/06/2020
DART: Open-Domain Structured Data Record to Text Generation
We introduce DART, a large dataset for open-domain structured data recor...
research
∙
06/12/2020