UniGDD: A unified generative framework for goal-oriented document-grounded dialogue
The goal-oriented document-grounded dialogue aims at responding to the user query based
on the dialogue context and supporting document. Existing studies tackle this problem by …
on the dialogue context and supporting document. Existing studies tackle this problem by …
G4: grounding-guided goal-oriented dialogues generation with multiple documents
Goal-oriented dialogues generation grounded in multiple documents (MultiDoc2Dial) is a
challenging and realistic task. Unlike previous works which treat document-grounded …
challenging and realistic task. Unlike previous works which treat document-grounded …
Causal document-grounded dialogue pre-training
The goal of document-grounded dialogue (DocGD) is to generate a response by grounding
the evidence in a supporting document in accordance with the dialogue context. This …
the evidence in a supporting document in accordance with the dialogue context. This …
Controllable factuality in document-grounded dialog systems using a noisy channel model
In this work, we present a model for document-grounded response generation in dialog that
is decomposed into two components according to Bayes theorem. One component is a …
is decomposed into two components according to Bayes theorem. One component is a …
Enriching the dialogue state tracking model with a asyntactic discourse graph
Dialogue state tracking is a key component of a task-oriented dialogue system. Recently,
pretrained language models are widely used to track a dialogue state by generating or …
pretrained language models are widely used to track a dialogue state by generating or …
A Systematic Survey on Instructional Text: From Representation and Downstream NLP Tasks
A Safa, T Kapanadze, A Uzunoğlu… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in large language models have demonstrated promising capabilities in
following simple instructions through instruction tuning. However, real-world tasks often …
following simple instructions through instruction tuning. However, real-world tasks often …
Topic-aware response generation in task-oriented dialogue with unstructured knowledge access
To alleviate the problem of structured databases' limited coverage, recent task-oriented
dialogue systems incorporate external unstructured knowledge to guide the generation of …
dialogue systems incorporate external unstructured knowledge to guide the generation of …
Dialdoc 2021 shared task: Goal-oriented document-grounded dialogue modeling
S Feng - Proceedings of the 1st Workshop on Document …, 2021 - aclanthology.org
We present the results of Shared Task at Workshop DialDoc 2021 that is focused on
document-grounded dialogue and conversational question answering. The primary goal of …
document-grounded dialogue and conversational question answering. The primary goal of …
Data-Centric Studies for Language Generation Models
Y Zhao - 2024 - search.proquest.com
Recent progress in natural language processing (NLP) has significantly advanced the
capabilities of language models, attracting heightened attention from academia and industry …
capabilities of language models, attracting heightened attention from academia and industry …
Graph-Guided Unsupervised Knowledge Identification for Dialogue Agents
Dialogue systems that can effectively respond to user queries in a conversational style have
become ubiquitous. Large Language Models (LLMs) have been extensively used as a key …
become ubiquitous. Large Language Models (LLMs) have been extensively used as a key …