Alternatives and similar repositories for contrastive-explanations

Users that are interested in contrastive-explanations are comparing it to the libraries listed below

• peterbhase / LAS-NL-Explanations

  View on GitHub
  Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"
  ☆22Oct 13, 2020Updated 5 years ago
• allenai / mice

  View on GitHub
  ☆26Nov 8, 2022Updated 3 years ago
• princeton-nlp / continual-factoid-memorization

  View on GitHub
  Continual Memorization of Factoids in Large Language Models
  ☆12Nov 20, 2024Updated last year
• GeorgeLuImmortal / RDL-Rationales-centric-Double-robustness-Learning

  View on GitHub
  ☆12Jun 29, 2024Updated last year
• Hritikbansal / jpo

  View on GitHub
  ☆13Jul 2, 2025Updated 7 months ago
• ayaabdelsalam91 / saliency_guided_training

  View on GitHub
  ☆13Nov 29, 2021Updated 4 years ago
• GiuseppeMarra / nmln

  View on GitHub
  Neural Markov Logic Networks
  ☆14Feb 14, 2022Updated 4 years ago
• PluviophileYU / CVC-QA

  View on GitHub
  Code for "Counterfactual Variable Control for Robust and Interpretable Question Answering"
  ☆14Oct 13, 2020Updated 5 years ago
• kayoyin / interpret-lm

  View on GitHub
  Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)
  ☆62May 12, 2022Updated 3 years ago
• frankaging / BERT-LRP

  View on GitHub
  On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
  ☆29Nov 30, 2022Updated 3 years ago
• huashen218 / convxai

  View on GitHub
  CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing
  ☆14Jun 25, 2023Updated 2 years ago
• jayded / eraserbenchmark

  View on GitHub
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆101Nov 11, 2022Updated 3 years ago
• Shentao-YANG / Preference_Grounded_Guidance

  View on GitHub
  Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).
  ☆17Jan 8, 2025Updated last year
• successar / instance_attributions_NLP

  View on GitHub
  ☆17Apr 14, 2021Updated 4 years ago
• xiye17 / EvalQAExpl

  View on GitHub
  Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.
  ☆18Apr 25, 2021Updated 4 years ago
• zeyuyun1 / TransformerVis

  View on GitHub
  ☆44Nov 16, 2021Updated 4 years ago
• eXascaleInfolab / MARTA

  View on GitHub
  ☆19Feb 22, 2023Updated 2 years ago
• CoderPat / learning-scaffold

  View on GitHub
  This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"
  ☆19May 19, 2022Updated 3 years ago
• AndreasMadsen / nlp-roar-interpretability

  View on GitHub
  Measuring if attention is explanation with ROAR
  ☆22Mar 3, 2023Updated 2 years ago
• ucinlp / null-prompts

  View on GitHub
  Code for: "Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models"
  ☆20Feb 2, 2022Updated 4 years ago
• ruizheng20 / robust_ticket

  View on GitHub
  Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)
  ☆20Jul 18, 2022Updated 3 years ago
• OSU-NLP-Group / AttrScore

  View on GitHub
  Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"
  ☆56Jul 3, 2023Updated 2 years ago
• JiachengLi1995 / TALLOR

  View on GitHub
  Code base for ACL 2021 paper, Weakly Supervised Named Entity Tagging with Learnable Logical Rules.
  ☆20Jun 27, 2023Updated 2 years ago
• tongshuangwu / polyjuice

  View on GitHub
  ☆98Aug 14, 2022Updated 3 years ago
• SALT-NLP / mic

  View on GitHub
  Data and code for the paper "The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems"
  ☆21Jul 18, 2023Updated 2 years ago
• INK-USC / ReCross

  View on GitHub
  ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation
  ☆24May 1, 2022Updated 3 years ago
• amirfeder / CausaLM

  View on GitHub
  CausaLM: Causal Model Explanation Through Counterfactual Language Models
  ☆56Jun 14, 2020Updated 5 years ago
• nicola-decao / diffmask

  View on GitHub
  Pytorch implementation of DiffMask
  ☆58Jun 12, 2023Updated 2 years ago
• IBM / Contrastive-Explanation-Method

  View on GitHub
  Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…
  ☆54Jul 4, 2018Updated 7 years ago
• UKPLab / acl2020-confidence-regularization

  View on GitHub
  ☆24May 22, 2023Updated 2 years ago
• WellyZhang / PrAE

  View on GitHub
  Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
  ☆25Mar 18, 2021Updated 4 years ago
• limanling / pathlm_schema

  View on GitHub
  Code for EMNLP 2020 paper `Connecting the Dots: Event Graph Schema Induction with Path Language Modeling`
  ☆23Nov 16, 2020Updated 5 years ago
• swarnaHub / SummarizationPrograms

  View on GitHub
  [ICLR 2023] PyTorch code of Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
  ☆24Jun 19, 2023Updated 2 years ago
• cecilialeiqi / adversarial_text

  View on GitHub
  to add
  ☆20Nov 21, 2019Updated 6 years ago
• CAMP-eXplain-AI / InputIBA

  View on GitHub
  NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
  ☆34Dec 13, 2021Updated 4 years ago
• feyzaakyurek / rl4f

  View on GitHub
  Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.
  ☆64Nov 27, 2024Updated last year
• jayded / evidence-inference

  View on GitHub
  Data and code from our "Inferring Which Medical Treatments Work from Reports of Clinical Trials", NAACL 2019. This work concerns inferrin…
  ☆66Aug 31, 2021Updated 4 years ago
• YujiaBao / R2A

  View on GitHub
  "Deriving Machine Attention from Human Rationales" EMNLP 2018
  ☆27Feb 15, 2019Updated 7 years ago
• BaeHeeSun / NPC

  View on GitHub
  ☆25Apr 29, 2024Updated last year