Question Answering - Groups

MixATIS

The MixATIS dataset is a large-scale dataset for spoken language understanding, containing 13,162 utterances for training, 756 utterances for validation, and 828 utterances for...

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MixSNIPS

The MixSNIPS dataset is a large-scale dataset for spoken language understanding, containing 39,776 utterances for training, 2,198 utterances for validation, and 2,199 utterances...

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WebSRC

WebSRC dataset for web-based structural reading comprehension.

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TIE: Topological Information Enhanced Structural Reading Comprehension on Web...

Topological Information Enhanced model (TIE) for web-based structural reading comprehension on web pages.

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EQG-RACE

Educational Question Generation (QG) dataset, used to train and evaluate QG models.

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WinoBias

The dataset used in the paper is a collection of sentences for the task of pronoun resolution.

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NounPP

The dataset used in the paper is a collection of sentences for the tasks of subject-verb agreement and anaphora resolution.

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Existing ACQ datasets

A few existing datasets for asking clarification questions

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FLM-HotpotQA

A dataset for pragmatic evaluation of clarifying questions and fact-level masking

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Generative Agents framework

Generative Agents framework by Park et al., aimed at enhancing the efficient retrieval of key events for general-purpose LLM agents.

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CSQA

The CSQA dataset is a widely used benchmark dataset for conversational KBQA, consisting of around 200K dialogues where training set, validation set and testing set contain 153K,...

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NarrativeQA

The NarrativeQA dataset is a reading comprehension challenge that focuses on questions with a single entity and relation.

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Qasper

A dataset of information-seeking questions and answers annotated in research papers

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AttenWalker

Unsupervised long-document question answering via attention-based graph walking

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AMR Parsing using Stack-LSTMs

AMR parsing using Stack-LSTMs

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VAULT: VAriable Uniﬁed Long Text representation for Machine Reading Comprehen...

VAULT: a light-weight and parallel-efﬁcient paragraph representation for Machine Reading Comprehension (MRC) based on contextualized representation from long document input

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SPAGHETTI: Open-Domain Question Answering

SPAGHETTI: A hybrid open-domain question-answering system that combines semantic parsing and information retrieval to handle structured and unstructured data.

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Google-RE (Templates) dataset

The Google-RE (Templates) dataset contains 6.11K template-based prompts from Wikipedia and 3 relations.

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Comparing Template-based and Template-free Language Model Probing

Template-based probing uses expert-made templates to create prompts, while template-free probing uses naturally-occurring text.

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LLM dataset

The dataset used in this paper is not explicitly described, but it is mentioned that it is a large language model (LLM) and that the authors used it to train and evaluate their...

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60 datasets found