Alternatives and similar repositories for ELV

Users that are interested in ELV are comparing it to the libraries listed below

• allenai / label_rationale_association
  Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"
  ☆12Updated last year
• peterbhase / LAS-NL-Explanations
  Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"
  ☆22Updated 4 years ago
• swarnaHub / PRover
  [EMNLP 2020] PyTorch code of PRover: Proof Generation for Interpretable Reasoning over Rules
  ☆19Updated 2 years ago
• jiacheng-xu / text-sum-uncertainty
  Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)
  ☆30Updated 4 years ago
• amirfeder / CausaLM
  CausaLM: Causal Model Explanation Through Counterfactual Language Models
  ☆55Updated 5 years ago
• tapilab / aaai-2021-counterfactuals
  ☆15Updated 4 years ago
• jacobandreas / geca
  ☆42Updated 4 years ago
• yuchenlin / OpenCSR
  Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)
  ☆32Updated 2 years ago
• SawanKumar28 / nile
  NILE : Natural Language Inference with Faithful Natural Language Explanations
  ☆30Updated 2 years ago
• FranxYao / Gumbel-CRF
  Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
  ☆57Updated 4 years ago
• shreydesai / calibration
  Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"
  ☆61Updated 2 years ago
• qkaren / unsup_gen_for_cms_reasoning
  ☆49Updated 2 years ago
• facebookresearch / clutrr
  Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language
  ☆94Updated last year
• qkaren / Counterfactual-StoryRW
  code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076
  ☆101Updated 5 years ago
• INK-USC / expl-refinement
  Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)
  ☆12Updated 3 years ago
• YujiaBao / R2A
  "Deriving Machine Attention from Human Rationales" EMNLP 2018
  ☆27Updated 6 years ago
• UVa-NLP / VMASK
  Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"
  ☆17Updated 4 years ago
• sutd-statnlp / statnlp-neural
  statnlp-neural
  ☆31Updated 5 years ago
• violet-zct / group-conditional-DRO
  Group-conditional DRO to alleviate spurious correlations
  ☆15Updated 4 years ago
• hsajjad / Interpretability-Tutorial-NAACL2021
  ☆24Updated 4 years ago
• XiangLi1999 / syntactic-VIB
  Implementation of the paper: Specializing pretrained word embeddings (for parsing) by IB
  ☆52Updated 3 years ago
• xingdi-eric-yuan / qait_public
  Question Answering with Interactive Text (QAit), code for EMNLP 2019 paper "Interactive Language Learning by Question Answering"
  ☆44Updated 5 years ago
• allenai / faithful-nmn
  Evaluating and improving the faithfulness of the interpretations offered by Neural Module Networks
  ☆13Updated 2 years ago
• Lingkai-Kong / Calibrated-BERT-Fine-Tuning
  Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data
  ☆35Updated 4 years ago
• LiqunChen0606 / OT-Seq2Seq
  code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"
  ☆68Updated 6 years ago
• benbogin / glt-grounded-latent-trees-qa
  ☆22Updated 4 years ago
• fangleai / Implicit-LVM
  This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…
  ☆55Updated 3 years ago
• jiangycTarheel-zz / NMN-MultiHopQA
  ☆20Updated 5 years ago
• xiye17 / EvalQAExpl
  Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.
  ☆18Updated 4 years ago
• successar / FRESH
  ☆27Updated 2 years ago