Fact Selection

6 papers with code • 1 benchmarks • 1 datasets

A task where an agent should select at most two sentences from the paper as argumentative facts.

Datasets


Most implemented papers

ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers

ukplab/arxiv2022-argscichat 14 Feb 2022

The applications of conversational agents for scientific disciplines (as expert domains) are understudied due to the lack of dialogue data to train such agents.

FaiRR: Faithful and Robust Deductive Reasoning over Natural Language

ink-usc/fairr ACL 2022

Recent works show that such models can also produce the reasoning steps (i. e., the proof graph) that emulate the model's logical reasoning process.

COVID-VTS: Fact Extraction and Verification on Short Video Platforms

fuxiaoliu/twitter-video-dataset 15 Feb 2023

We introduce a new benchmark, COVID-VTS, for fact-checking multi-modal information involving short-duration videos with COVID19- focused information from both the real world and machine generation.

Expository Text Generation: Imitate, Retrieve, Paraphrase

nbalepur/expository-text-generation 5 May 2023

Expository documents are vital resources for conveying complex information to readers.

UFO: Unified Fact Obtaining for Commonsense Question Answering

Zaaachary/CSQA-UFO 25 May 2023

UFO turns LLMs into knowledge sources and produces relevant facts (knowledge statements) for the given question.