[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
This repository is the implementation of the ProTACT architecture, introduced in the paper "Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring" (ACL Findings 2023).
Official repository for "Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection", ACL 2023
[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".
[ACL 2023] Learning Multi-step Reasoning by Solving Arithmetic Tasks. https://arxiv.org/abs/2306.01707
[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23
Repo for paper "IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning" accepted to the Findings of ACL 2023
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
PyTorch code for paper, 'Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications', ACL'23
ACL 2023 short: Balancing Lexical and Semantic Quality in Abstractive Summarization
[ACL 2023] Contextual Distortion Reveals Constituency: Mask Language Models are Implicit Parsers.
[ACL 2023] SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction, to appear at ACL 2023 main conference.
Official Code Release for "Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models" (ACL 2023 Findings)
Black-box language model explanation by context length probing
Official implementation of the ACL Findings 2023 paper: Multimedia Generative Script Learning for Task Planning
Inference library and evaluation script for WSPAlign (https://github.com/qiyuw/WSPAlign)
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