Large Language Models

Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023 What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NeurIPS 2023 What is the best recipe for character-level encoder-only modelling? ACL 2023 What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023 What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics ACL 2023 What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023 When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023 When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs) ACL 2023 When Your Language Model Cannot Even Do Determiners Right: Probing for Anti-Presuppositions and the Maximize Presupposition! Principle EMNLP 2023 Which is better? Exploring Prompting Strategy For LLM-based Metrics AACL 2023 WhiSLU: End-to-End Spoken Language Understanding with Whisper Interspeech 2023 Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers ACL 2023 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023 WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023 WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models EMNLP 2023 Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? EMNLP 2023 WYWEB: A NLP Evaluation Benchmark For Classical Chinese ACL 2023 xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 2023 XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models EMNLP 2023 YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification ACL 2023 “You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023 Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023