| Challenge: | Temporal tagging is an important task towards improved natural language understanding. |
| Approach: | They present a new German temporally annotated corpus with 192 documents with 1,140 annotations . they propose to make temporal tagging a viable research area . |
| Outcome: | The proposed corpus contains 192 documents with 1,140 annotated temporal expressions. |
Similar Papers
Uncovering Temporal Framing in the News (2026.acl-long)
Copied to clipboard
Tarek Mahmoud, Veronika Solopova, Premtim Sahitaj, Ariana Sahitaj, Max Upravitelev, Mervat Abassy, Hana Fatima Shaikh, Neda Foroutan, Vera Schmitt, Preslav Nakov
| Challenge: | Temporal language is used to structure meaning rather than report chronology in news discourse . a recent study focused on temporal expression extraction and temporal reasoning . |
| Approach: | They propose a taxonomy of eight temporal frames grounded in prior work on time and framing . they analyze frame prevalence, co-occurrence patterns, and lexical cues from a news corpus . |
| Outcome: | The proposed taxonomy outperforms zero-shot models at the sentence level . it shows that temporal framing is learnable at the sentences level compared to other methods . |
An Annotated Social Media Corpus for German (2020.lrec-1)
Copied to clipboard
| Challenge: | Hate Speech (HS) against ethnic, religious and national minorities is a growing concern in online discourse. |
| Approach: | They present the German Twitter section of a large (2 billion word) bilingual Social Media corpus for Hate Speech research. |
| Outcome: | The proposed parser achieved F-scores of 97% for morphology and 92% for syntax on a cross-section of tweets. |
NarrativeTime: Dense Temporal Annotation on a Timeline (2024.lrec-main)
Copied to clipboard
| Challenge: | e.g. TimeBank contains 1-5% of all possible tlinks, and this information is underspecified in the text. |
| Approach: | They propose a timeline-based framework that achieves full coverage of all possible TLINKs. |
| Outcome: | The proposed framework achieves full coverage of all possible TLINKs in a text. |
Comprehensive Annotation of Various Types of Temporal Information on the Time Axis (L18-1)
Copied to clipboard
| Challenge: | Existing studies linking event and time information have been conducted to train and evaluate models. |
| Approach: | They propose an annotation scheme that anchors expressions in text to the time axis comprehensively. |
| Outcome: | The proposed scheme can be utilized for integrated information analysis of events, entities and time. |
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles (2023.emnlp-main)
Copied to clipboard
| Challenge: | Existing temporal relation extraction models have low inter-annotator agreement due to lack of specificity of annotation guidelines . authors propose a method for annotating all temporal relations, including long-distance ones, which automates the process . |
| Approach: | They propose a new annotation scheme that defines criteria for temporal relations to be annotated . scheme includes events even if they are not expressed as verbs, they argue . |
| Outcome: | The proposed method reduces time and manual effort on the part of annotators. |
Annotation and Automatic Classification of Aspectual Categories (P19-1)
Copied to clipboard
| Challenge: | Annotated resource for aspectual classification of German verb tokens in context. |
| Approach: | They present a resource for aspectual classification of German verb tokens in their clausal context. |
| Outcome: | The proposed resource is compared with previous work on German verb tokens using aspectual features compatible with the plurality of aspectual classifications. |
A Large Annotated Reference Corpus of New High German Poetry (2024.lrec-main)
Copied to clipboard
| Challenge: | a corpus of public domain German poetry covering the time period 1600 to the 1920s contains 65k unique poems and over 1.6M lines, each tokenized, syllabified, pos-tagged, and meter-tagged. |
| Approach: | They present a large annotated corpus of public domain German poetry covering the time period 1600 to the 1920s with 65k poems. |
| Outcome: | The corpus contains 65k unique poems and over 1.6M lines, each tokenized, syllabified, pos-tagged, and meter-tagged. |
Dataset of Quotation Attribution in German News Articles (2024.lrec-main)
Copied to clipboard
| Challenge: | Lack of annotated data for quotation attribution in news articles severely limits the quality and usability of possible systems. |
| Approach: | They propose a dataset for quotation attribution in German news articles using WIKINEWS and manually annotated quotes from 1000 articles. |
| Outcome: | The proposed dataset provides curated, high-quality annotations across 1000 documents (250,000 tokens) in a fine-grained annotation schema enabling various downstream uses for the dataset. |
Introducing a Parsed Corpus of Historical High German (2024.lrec-main)
Copied to clipboard
| Challenge: | outlines the development of the Indiana Parsed Corpus of (Historical) High German . outlines selection of texts, decisions on part-of-speech tags and other labels . |
| Approach: | They propose to build a parsed German corpus that spans Germanic from 1050 to 1950 . they propose to use Penn-style treebanks to capture syntactic relationships between words . |
| Outcome: | The proposed corpus spans Germanic languages from 1050 to 1950 and illustrative annotation issues unique to the language. |
A Dataset of German Legal Documents for Named Entity Recognition (2020.lrec-1)
Copied to clipboard
| Challenge: | a dataset developed for Named Entity Recognition in German federal court decisions is available under a CC-BY 4.0 license. |
| Approach: | They describe a dataset developed for Named Entity Recognition in German federal court decisions. |
| Outcome: | The proposed dataset was developed for training an NER service for German legal documents in the EU project Lynx. |