Large Language Models

Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SemEval 2023 TEMPERA: Test-Time Prompt Editing via Reinforcement Learning ICLR 2023 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting EMNLP 2023 Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NeurIPS 2023 Test-time Augmentation for Factual Probing EMNLP 2023 Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ACL 2023 Text Classification via Large Language Models EMNLP 2023 TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023 Texts as Images in Prompt Tuning for Multi-Label Image Recognition CVPR 2023 The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues ACL 2023 The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023 The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models EMNLP 2023 The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023 The Diminishing Returns of Masked Language Models to Science ACL 2023 The economic trade-offs of large language models: A case study ACL 2023 The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models EMNLP 2023 The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics AACL 2023 The Flan Collection: Designing Data and Methods for Effective Instruction Tuning ICML 2023 The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NeurIPS 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023 The Law and NLP: Bridging Disciplinary Disconnects EMNLP 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023