Large Language Models

To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty NeurIPS 2024 Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024 TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment NeurIPS 2024 Topic Modeling for Short Texts with Large Language Models ACL 2024 To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models EMNLP 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024 Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NeurIPS 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NeurIPS 2024 Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024 Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024 Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers NeurIPS 2024 Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024 Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NeurIPS 2024 Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024 Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024 Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs NeurIPS 2024 Training Compute-Optimal Protein Language Models NeurIPS 2024 TransAgents: Build Your Translation Company with Language Agents EMNLP 2024 Transcoders find interpretable LLM feature circuits NeurIPS 2024 TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024 TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NeurIPS 2024 Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning ICLR 2024 Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ACL 2024 Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024 UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NeurIPS 2024