Data and SW
Corpora
- CorEA: download link
- LUNA: download link
- DECODA: download link
- SENSEI SOCIAL MEDIA: download link
Software
- Syntactic parser (Macaon): This module provides sentence-level part-of-speech tagging and syntactic parses.
- Models: French, English, Italian
- License: LGPL
- Open source: yes
- Programming languages: C, python
- Repository integration: yes
- Dependencies: libxml, glib, openfst, gfsm
- URL: https://gitlab.lif.univ-mrs.fr/sensei/syntactic-parser
- Quickstart guide
- Semantic parser (Fastsem): This module performs sentence-level FrameNet semantic analysis of speech and social media text, given syntactic analyses provided by the syntactic parser.
- Models: French, English, Italian
- License: GPL
- Open source: yes
- Programming languages: python
- Repository integration: yes
- Dependencies: liblinear
- URL: https://gitlab.lif.univ-mrs.fr/sensei/fastsem
- Quickstart guide
- Synopsis generator: This module generates synopses of speech conversations by recombining training data synopses and filling detected concept slot.
- Models: French
- License: GPL
- Open source: yes
- Programming languages: python
- Repository integration: yes
- Dependencies: icsiboost
- URL: https://gitlab.lif.univ-mrs.fr/sensei/summarizer
- Quickstart guide
- Sentiment analyser (SemEval2016): This module can predict the sentiment polarity of short text messages.
- Models: English
- License: BSD
- Open source: yes
- Programming languages: python
- Repository integration: no
- Dependencies: keras
- URL: https://gitlab.lif.univ-mrs.fr/mickael.rouvier/SemEval2016
- Quickstart guide
- Abstractive cluster labeller: This rest service will label a textual piece with a label (abstractive) using DBpedia
- Models: English
- License: GPL
- Open source: yes
- Programming languages: python
- Repository integration: yes
- Dependencies: bottle, gensim, rdflib, networkx
- URL: https://gitlab.lif.univ-mrs.fr/balamurali.ar/labelling_rest
- Quickstart guide
- Computation platform: This module helps with the integration of the various components as a general pipeline. It provides REST services and repository integration for other components.
- Models: n/a
- License: GPL
- Open source: yes
- Programming languages: python
- Repository integration: yes
- Dependencies: bottle
- URL: https://gitlab.lif.univ-mrs.fr/sensei/sensei_pipeline
- Quickstart guide
- Coreference resolver (BART): This module resolves coreferences in conversations.
- Models: English, French, Italian
- License: APL
- Open source: yes
- Programming languages: java
- Repository integration: yes
- Dependencies: Stanford NER, WEKA, TexPro
- URL: https://gitlab.lif.univ-mrs.fr/sensei/bart-sensei
- Quickstart guide
- Website parsers: These parsers can be used to crawl a range of websites for online conversations.
- Models: n/a
- License: GPL v3
- Open source: yes
- Programming languages: java
- Repository integration: no
- Dependencies: None
- URL: https://gitlab.lif.univ-mrs.fr/sensei/website-scrapers
- Quickstart guide
- Discourse Parser (CoNLL2016): This system provides PDTB-style discourse parsing for written English text.
- Models: English
- License: LGPL v3
- Open source: yes
- Programming languages: php, perl
- Repository integration: json schema only
- URL: https://github.com/esrel/DP
- Quickstart guide
- Agreement predictor (ADRian): This system provides agree/disagree classification in social media (used in social media prototype template-based summarisation, sense-eu).
- Models: Language independent
- License: MIT
- Open source: yes
- Programming languages: php, html, js
- Repository integration: json schema only
- Dependencies: none
- URL: http://cassandra.disi.unitn.it/agreement-1.0.tar.gz
- Quickstart guide
- Mood predictor (coMOOD): This system provides mood prediction (used in social media prototype template-based summarisation, sense-eu)
- Models: English, French, Italian
- License: LGPL v3
- Open source: no
- Programming languages: perl, java
- Repository integration: json schema only
- Dependencies: none
- URL: http://www.sense-eu.info/data/Sensei_Mood_V0.2.tar.gz
- Quickstart guide
- Repository: The conversation repository can store conversations and analyses generated by other modules. It is the central synchronization point of the pipeline.
- Models: n/a
- License: LGPL v3
- Open source: yes
- Programming languages: java
- Repository integration: n/a
- Dependencies: Jackson; Apache Commons-Lang; Apache CXF; Spring Framework; Spring MongoDB interface; a MongoDB instance running on the server
- URL: http://www.dcs.shef.ac.uk/~adam/stuff/sensei/repository.war-20160602-1520.zip
- Quickstart guide, Manual
- Repository tools: Tools for easily accessing the repository from the command line
- Models: n/a
- License: LGPL v3
- Open source: yes
- Programming languages: python
- Repository integration: n/a
- Dependencies: BeautifulSoup
- URL: http://www.dcs.shef.ac.uk/~adam/stuff/sensei/sensei-USFD-tools.zip
- Comment clustering and summarization: This system can link comments in a conversation, cluster them and generate a summary from the clusters.
- Models: English, French, Italian
- License: GPL v3
- Open source: yes
- Programming languages: java
- Repository integration: yes
- Dependencies: none
- URL: http://www.dcs.shef.ac.uk/~adam/stuff/sensei/SenseiPrototypeTools.zip
- Quickstart guide
- Event/sentiment detector (GATE): This system provides standard NLP, named-entity recognition, event detection, sentiment detection.
- Models: English
- License: LGPL (
The tool includes two pipelines: one using the ARCOMEM sentiment detection software supplied complete, and one using the
SentiStrength tool (better results) but it is missing the relevant jar which cannot be distributed by SENSEI.) - Open source: yes
- Programming languages: java, groovy, jape
- Repository integration: yes
- Dependencies: GATE, ARCOMEM or SentiStrength
- URL: http://www.dcs.shef.ac.uk/~adam/stuff/sensei/sensei-USFD-gate-pipelines.zip
- Social media eval prototype: This module contains the evaluation UI for the social media use case.
- Models: n/a
- License: LGPL v3
- Open source: yes
- Programming languages: php, js, css
- Repository integration: yes
- Dependencies: Apache server
- URL: http://www.dcs.shef.ac.uk/~adam/stuff/sensei/sensei-prototype-UI-USFD.zip
- Quickstart guide
- ACOF tool: This module provides an annotation interface for Agent Conversation Observation Form (ACOF) and support for the extrinsic evaluation.
- Models: French, Italian
- License: GPL v3
- Open source: yes
- Programming languages: php
- Repository integration: yes
- Dependencies: Web server, PHP 5.3, MySQL 5.1
- URL: https://gitlab.lif.univ-mrs.fr/sensei/acof
- Quickstart guide
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