Long Form Question Answering
15 papers with code • 0 benchmarks • 3 datasets
Long-form question answering is a task requiring elaborate and in-depth answers to open-ended questions.
Benchmarks
These leaderboards are used to track progress in Long Form Question Answering
ELI5
QuALITY
LLeQA
Most implemented papers
ELI5: Long Form Question Answering
facebookresearch/ELI5
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ACL 2019
We introduce the first large-scale corpus for long-form question answering, a task requiring elaborate and in-depth answers to open-ended questions.
Hurdles to Progress in Long-form Question Answering
martiansideofthemoon/hurdles-longform-qa
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NAACL 2021
The task of long-form question answering (LFQA) involves retrieving documents relevant to a given question and using them to generate a paragraph-length answer.
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
denisewong1/ASX300
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IJCNLP 2019
Query-based open-domain NLP tasks require information synthesis from long and diverse web results.
Controllable Generation from Pre-trained Language Models via Inverse Prompting
To tackle this challenge, we propose an innovative method, inverse prompting, to better control text generation.
D2S: Document-to-Slide Generation Via Query-Based Text Summarization
Presentations are critical for communication in all areas of our lives, yet the creation of slide decks is often tedious and time-consuming.
LongForm: Effective Instruction Tuning with Reverse Instructions
We generate instructions via LLMs for human-written corpus examples using reverse instructions.
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
xsc1234/search-in-the-chain
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This paper proposes a novel framework named \textbf{Search-in-the-Chain} (SearChain) for the interaction between LLM and IR to solve the challenges.
WebCPM: Interactive Web Search for Chinese Long-form Question Answering
thunlp/webcpm
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We recruit annotators to search for relevant information using our interface and then answer questions.
Revisiting Sentence Union Generation as a Testbed for Text Consolidation
In this paper, we suggest revisiting the sentence union generation task as an effective well-defined testbed for assessing text consolidation capabilities, decoupling the consolidation challenge from subjective content selection.
A Critical Evaluation of Evaluations for Long-form Question Answering
We present a careful analysis of experts' evaluation, which focuses on new aspects such as the comprehensiveness of the answer.
