A paper reading list maintained by ICI-MT, contains all papers and PPTs (if available) shared by our groups.
- A Survey on Evaluation of Large Language Models
- Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest, ACL 2023 Best Papers
- Entity Tracking in Language Models, ACL 2023, PPT
- Evaluating Large Language Models at Evaluating Instruction Following, ICLR 2024, PPT
- Presented in [2023.11.22] 文献阅读-李泽林.pdf:
- LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples, ICLR 2024 (5, 3, 3, 3);
- Who’s Harry Potter? Approximate Unlearning for LLMs, ICLR 2024 (8, 3, 5)
- AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models, ICLR 2024 (5, 5, 10, 5).
- SALMONN: TOWARDS GENERIC HEARING ABILITIES FOR LARGE LANGUAGE MODELS, ICLR 2024 (8, 6, 6), PPT
- Large Language Models are Efficient Learners of Noise-Robust Speech Recognition, ICLR 2024 (8, 10, 6, 8), PPT
- FUNCTION VECTORS IN LARGE LANGUAGE MODELS, arXiv Oct 23 2023, PPT.
- Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning, EMNLP 2023 Best Paper, PPT.
- Graph-Guided Reasoning for Multi-Hop Question Answering, PPT. ,