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    • CGGC

      Public
      Python
      1100Updated Oct 2, 2024Oct 2, 2024
    • Python
      32000Updated Sep 27, 2024Sep 27, 2024
    • Code for our paper "Graph Language Models"
      Python
      75800Updated Aug 30, 2024Aug 30, 2024
    • Repository for code and data from the EMNLP-IJCNLP 2019 paper "Discourse-aware Semantic Self-Attention for Narrative Reading Comprehension"
      Jupyter Notebook
      Apache License 2.0
      41701Updated Jul 25, 2024Jul 25, 2024
    • CC-SHAP

      Public
      Code for "On Measuring Faithfulness of Natural Language Explanations"
      Python
      11010Updated Jul 23, 2024Jul 23, 2024
    • Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?"
      Python
      1500Updated May 22, 2024May 22, 2024
    • C2Gen

      Public
      Python
      1200Updated May 1, 2024May 1, 2024
    • MM-SHAP

      Public
      This is the official implementation of the paper "MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks"
      Python
      MIT License
      41930Updated Mar 12, 2024Mar 12, 2024
    • VALSE

      Public
      Data repository for the VALSE benchmark.
      Python
      MIT License
      33500Updated Feb 15, 2024Feb 15, 2024
    • This repository shows the code and data for our submission to the "Argument Retrieval for Controversial Questions" task at Touché 2023.
      Jupyter Notebook
      0000Updated Sep 21, 2023Sep 21, 2023
    • CCKG

      Public
      Repository to create CCKGs from the paper "Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks"
      Python
      01000Updated Aug 28, 2023Aug 28, 2023
    • This project collects methods that enhance the comparison between AMR graphs.
      Python
      MIT License
      41000Updated Jun 15, 2023Jun 15, 2023
    • Code and data for the paper *Better Smatch = Better Parser? AMR evaluation is not so simple anymore*
      Python
      0500Updated Mar 15, 2023Mar 15, 2023
    • CoCo-Ex

      Public
      CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.
      Python
      75810Updated Dec 2, 2022Dec 2, 2022
    • Python
      MIT License
      0400Updated Nov 15, 2022Nov 15, 2022
    • Python
      1000Updated Jul 14, 2022Jul 14, 2022
    • COINS

      Public
      The corresponding code from our paper " COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion (ACL 2021)". Do not hesitate to open an issue if you run into any trouble!
      Python
      21720Updated Jun 27, 2022Jun 27, 2022
    • MHKA

      Public
      The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!
      Python
      61100Updated Jun 12, 2022Jun 12, 2022
    • HYPEVENTS

      Public
      The corresponding code from our paper " Generating Hypothetical Events for Abductive Inference (StarSem 2021)". Do not hesitate to open an issue if you run into any trouble!
      Python
      0300Updated Mar 22, 2022Mar 22, 2022
    • 0000Updated Jan 10, 2022Jan 10, 2022
    • Counting dataset for Vision & Language models. Introduced in the paper "Seeing Past Words: Testing the Cross-Modal Capabilities of Pretrained V&L Models". https://arxiv.org/abs/2012.12352
      MIT License
      0600Updated Dec 15, 2021Dec 15, 2021
    • Strong X-AMR baseline with NMT and parser pipeline.
      Python
      2400Updated Oct 1, 2021Oct 1, 2021
    • Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key concepts and commonsense knowledge paths connecting them.
      Python
      41600Updated Jul 27, 2021Jul 27, 2021
    • CO-NNECT

      Public
      This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we …
      Python
      3900Updated May 7, 2021May 7, 2021
    • MFscore

      Public
      Python
      1300Updated Apr 23, 2021Apr 23, 2021
    • X-SRL Dataset. Including the code for the SRL annotation projection tool and an out-of-the-box word alignment tool based on Multilingual BERT embeddings.
      Python
      Apache License 2.0
      31510Updated Apr 22, 2021Apr 22, 2021
    • IKAT-DE

      Public
      German version of IKAT: A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts. The data is further annotated with semantic clause types and commonsense knowledge relations.
      1000Updated Apr 14, 2021Apr 14, 2021
    • IKAT-EN

      Public
      English version of IKAT: A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts. The data is further annotated with semantic clause types and commonsense knowledge relations.
      1000Updated Apr 13, 2021Apr 13, 2021
    • SRL-S2S

      Public
      Encoder-Decoder model for Semantic Role Labeling
      Python
      GNU General Public License v3.0
      41510Updated May 13, 2020May 13, 2020
    • Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
      Python
      9100Updated Oct 1, 2019Oct 1, 2019