Survey of temporal information retrieval and related applications
Temporal information retrieval has been a topic of great interest in recent years. Its purpose
is to improve the effectiveness of information retrieval methods by exploiting temporal …
is to improve the effectiveness of information retrieval methods by exploiting temporal …
Speak, memory: An archaeology of books known to chatgpt/gpt-4
In this work, we carry out a data archaeology to infer books that are known to ChatGPT and
GPT-4 using a name cloze membership inference query. We find that OpenAI models have …
GPT-4 using a name cloze membership inference query. We find that OpenAI models have …
Time masking for temporal language models
Our world is constantly evolving, and so is the content on the web. Consequently, our
languages, often said to mirror the world, are dynamic in nature. However, most current …
languages, often said to mirror the world, are dynamic in nature. However, most current …
Text2Time: Transformer-based Article Time Period Prediction
KP Gunasekaran, BC Babrich… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
The prediction of the publication period of textual documents, such as news articles,
represents a significant and relatively understudied problem within the realm of natural …
represents a significant and relatively understudied problem within the realm of natural …
[HTML][HTML] Identifying breakthrough scientific papers
Citation analysis does not tell the whole story about the innovativeness of scientific papers.
Works by prominent authors tend to receive disproportionately many citations, while …
Works by prominent authors tend to receive disproportionately many citations, while …
A language modeling approach for temporal information needs
This work addresses information needs that have a temporal dimension conveyed by a
temporal expression in the user's query. Temporal expressions such as “in the 1990s” are …
temporal expression in the user's query. Temporal expressions such as “in the 1990s” are …
Temporal information retrieval
The study of temporal dynamics and its impact can be framed within the so-called temporal
IR approaches, which explain how user behavior, document content and scale vary with …
IR approaches, which explain how user behavior, document content and scale vary with …
Dating documents using graph convolution networks
Document date is essential for many important tasks, such as document retrieval,
summarization, event detection, etc. While existing approaches for these tasks assume …
summarization, event detection, etc. While existing approaches for these tasks assume …
Determining time of queries for re-ranking search results
Recent work on analyzing query logs shows that a significant fraction of queries are
temporal, ie, relevancy is dependent on time, and temporal queries play an important role in …
temporal, ie, relevancy is dependent on time, and temporal queries play an important role in …
Historical manuscript dating: traditional and current trends
There is a huge number of undated digitized and undigitized historical manuscripts from
antiquity. The dates of production of these historical manuscripts are of interest to historians …
antiquity. The dates of production of these historical manuscripts are of interest to historians …