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    37 repositories

    • CC-SHAP-VLM

      Public
      Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?"
      Python
      •1•5•0•0•Updated Nov 17, 2024Nov 17, 2024

    • CGGC

      Public
      Python
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • ancient-language-models

      Public
      Python
      •3•24•0•0•Updated Sep 27, 2024Sep 27, 2024

    • GraphLanguageModels

      Public
      Code for our paper "Graph Language Models"
      Python
      •7•64•0•0•Updated Aug 30, 2024Aug 30, 2024

    • discourse-aware-semantic-self-attention

      Public
      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
      •4•17•0•1•Updated Jul 25, 2024Jul 25, 2024

    • CC-SHAP

      Public
      Code for "On Measuring Faithfulness of Natural Language Explanations"
      Python
      •1•12•1•0•Updated Jul 23, 2024Jul 23, 2024

    • C2Gen

      Public
      Python
      •1•3•0•0•Updated 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
      •4•22•3•0•Updated Mar 12, 2024Mar 12, 2024

    • VALSE

      Public
      Data repository for the VALSE benchmark.
      dataset
      Python
      •
      MIT License
      •3•36•0•0•Updated Feb 15, 2024Feb 15, 2024

    • renji_abarai

      Public
      This repository shows the code and data for our submission to the "Argument Retrieval for Controversial Questions" task at Touché 2023.
      Jupyter Notebook
      •0•0•0•0•Updated 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
      •0•11•0•0•Updated Aug 28, 2023Aug 28, 2023

    • amr-metric-suite

      Public
      This project collects methods that enhance the comparison between AMR graphs.
      Python
      •
      MIT License
      •4•10•0•0•Updated Jun 15, 2023Jun 15, 2023

    • AMRParseEval

      Public
      Code and data for the paper *Better Smatch = Better Parser? AMR evaluation is not so simple anymore*
      Python
      •0•6•0•0•Updated 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.
      knowledge-graphconcept-extractionconceptnetcommonsense-knowledge
      Python
      •7•58•1•0•Updated Dec 2, 2022Dec 2, 2022

    • amr-argument-sim

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Nov 15, 2022Nov 15, 2022

    • NLG-CHECKLIST

      Public
      Python
      •1•0•0•0•Updated 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!
      natural-language-generationcommonsense-reasoningcommonsensecommonsense-storynatual-language-inference
      Python
      •2•18•2•0•Updated 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!
      commonsense-reasoningcounterfactualcounterfactual-inferenceabductive-learningsentence-semanticsocial-commonsensepapersocial-commonsense-reasoning
      Python
      •6•11•0•0•Updated 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
      •0•3•0•0•Updated Mar 22, 2022Mar 22, 2022

    • weisfeiler-leman-bamboo

      Public
      0•0•0•0•Updated Jan 10, 2022Jan 10, 2022

    • counting-probe

      Public
      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
      datasetcountingmultimodalvision-and-languageprobing-task
      MIT License
      •0•6•0•0•Updated Dec 15, 2021Dec 15, 2021

    • simple-xamr

      Public
      Strong X-AMR baseline with NMT and parser pipeline.
      Python
      •2•4•0•0•Updated Oct 1, 2021Oct 1, 2021

    • LMs4Implicit-Knowledge-Generation

      Public
      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.
      language-modelsconceptnetcommonsense-knowledgeknowledge-pathsimplicit-knowledge
      Python
      •4•16•0•0•Updated 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 …
      language-modelconceptnettarget-predictionrelation-classificationcommonsense-knowledgeknowledge-pathspath-generation
      Python
      •3•9•0•0•Updated May 7, 2021May 7, 2021

    • MFscore

      Public
      Python
      •1•3•0•0•Updated Apr 23, 2021Apr 23, 2021

    • xsrl_mbert_aligner

      Public
      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.
      srlword-alignmentsemantic-role-labelingannotation-projectionmultilingual-srl
      Python
      •
      Apache License 2.0
      •3•15•1•0•Updated 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.
      1•0•0•0•Updated 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.
      1•0•0•0•Updated Apr 13, 2021Apr 13, 2021

    • SRL-S2S

      Public
      Encoder-Decoder model for Semantic Role Labeling
      srlsemantic-role-labelingsequence-to-sequence-modelspytorch-nlpcross-lingual-srlencoder-decoder-modelallennlp
      Python
      •
      GNU General Public License v3.0
      •4•15•1•0•Updated May 13, 2020May 13, 2020

    • Multi-Hop-Knowledge-Paths-Human-Needs

      Public
      Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
      Python
      •9•1•0•0•Updated Oct 1, 2019Oct 1, 2019