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Language Technology Lab at Alibaba DAMO Academy's Projects

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[ACL 2023] Code and Data for "Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis"

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Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs

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CAST - ACL 2023 Findings

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[ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

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[ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models

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Implementation of ACL 2023 Findings: "Enhancing Cross-lingual Prompting with Dual Prompt Augmentation"

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code and data for "A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization"

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Easy-to-Hard Learning for Information Extraction (ACL 2023 Findings)

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Data and code for the paper "Exploring the Potential of Large Language Models in Computational Argumentation".

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Data and code for our paper "Sentiment Analysis in the Era of Large Language Models: A Reality Check"

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LLM Zoo collects information of various open- and close-sourced LLMs

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Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"

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A chatbot UI for RAG, multimodal, text completion. (support Transformers, llama.cpp, MLX, vLLM)

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Source code of "Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representation" (ACL23)

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Source code of "PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks" (ACL23)

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[NeurIPS 2023] Pre-training Machine-Reader (Instead of Masked Language Model) at Scale

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[EMNLP 2023] Once Upon a *Time* in *Graph*: Relative-Time Pretraining for Complex Temporal Reasoning

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SeaLLMs - Large Language Models for Southeast Asia

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[EMNLP 2023] Code and Data for "SOUL: Towards Sentiment and Opinion Understanding of Language"

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Code for ACL paper "Zero-Shot Text Classification via Self-Supervised Tuning"

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