Foundation Models

Artificial Intuition: Efficient Classification of Scientific Abstracts ACL 2024 Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance EMNLP 2024 ASAM: Boosting Segment Anything Model with Adversarial Tuning CVPR 2024 A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models NeurIPS 2024 Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 A Study on How Attention Scores in the BERT Model Are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark COLING 2024 A Survey of Ontology Expansion for Conversational Understanding EMNLP 2024 A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024 A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL 2024 Asymmetry in Low-Rank Adapters of Foundation Models ICML 2024 A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models NAACL 2024 A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024 A Textual Modal Supplement Framework for Understanding Multi-Modal Figurative Language NAACL 2024 ATG: Benchmarking Automated Theorem Generation for Generative Language Models NAACL 2024 A Theoretical Perspective for Speculative Decoding Algorithm NeurIPS 2024 A Theoretical Understanding of Self-Correction through In-context Alignment NeurIPS 2024 ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 A Transformer with Stack Attention NAACL 2024 AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head AAAI 2024 Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024 A Unified LLM-KG Framework to Assist Fact-Checking in Public Deliberation COLING 2024 AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting COLING 2024 A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024