How to approach ambiguous queries in conversational search: A survey of techniques, approaches, tools, and challenges

K Keyvan, JX Huang - ACM Computing Surveys, 2022 - dl.acm.org
The advent of recent Natural Language Processing technology has led human and machine
interactions more toward conversation. In Conversational Search Systems (CSS) like …

A review on question generation from natural language text

R Zhang, J Guo, L Chen, Y Fan, X Cheng - ACM Transactions on …, 2021 - dl.acm.org
Question generation is an important yet challenging problem in Artificial Intelligence (AI),
which aims to generate natural and relevant questions from various input formats, eg …

Godel: Large-scale pre-training for goal-directed dialog

B Peng, M Galley, P He, C Brockett, L Liden… - arXiv preprint arXiv …, 2022 - arxiv.org
We introduce GODEL (Grounded Open Dialogue Language Model), a large pre-trained
language model for dialog. In contrast with earlier models such as DialoGPT, GODEL …

Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions

M Parmar, S Mishra, M Geva, C Baral - arXiv preprint arXiv:2205.00415, 2022 - arxiv.org
In recent years, progress in NLU has been driven by benchmarks. These benchmarks are
typically collected by crowdsourcing, where annotators write examples based on annotation …

Building and evaluating open-domain dialogue corpora with clarifying questions

M Aliannejadi, J Kiseleva, A Chuklin, J Dalton… - arXiv preprint arXiv …, 2021 - arxiv.org
Enabling open-domain dialogue systems to ask clarifying questions when appropriate is an
important direction for improving the quality of the system response. Namely, for cases when …

[图书][B] Neural approaches to conversational information retrieval

J Gao, C Xiong, P Bennett, N Craswell - 2023 - Springer
A conversational information retrieval (CIR) system is an information retrieval (IR) system
with a conversational interface, which allows users to interact with the system to seek …

Grounding'grounding'in NLP

KR Chandu, Y Bisk, AW Black - arXiv preprint arXiv:2106.02192, 2021 - arxiv.org
The NLP community has seen substantial recent interest in grounding to facilitate interaction
between language technologies and the world. However, as a community, we use the term …

User simulation for evaluating information access systems

K Balog, CX Zhai - Proceedings of the Annual International ACM SIGIR …, 2023 - dl.acm.org
With the emergence of various information access systems exhibiting increasing complexity,
there is a critical need for sound and scalable means of automatic evaluation. To address …

Analysing mixed initiatives and search strategies during conversational search

M Aliannejadi, L Azzopardi, H Zamani… - Proceedings of the 30th …, 2021 - dl.acm.org
Information seeking conversations between users and Conversational Search Agents
(CSAs) consist of multiple turns of interaction. While users initiate a search session, ideally a …

Improving grounded language understanding in a collaborative environment by interacting with agents through help feedback

N Mehta, M Teruel, PF Sanz, X Deng… - arXiv preprint arXiv …, 2023 - arxiv.org
Many approaches to Natural Language Processing (NLP) tasks often treat them as single-
step problems, where an agent receives an instruction, executes it, and is evaluated based …