Large Language Models

Amortizing Pragmatic Program Synthesis with Rankings ICML 2024 A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024 A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis ECCV 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 ANAH: Analytical Annotation of Hallucinations in Large Language Models ACL 2024 ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NeurIPS 2024 AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024 Analysis of Plan-based Retrieval for Grounded Text Generation EMNLP 2024 Analyzing Context Contributions in LLM-based Machine Translation EMNLP 2024 Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024 Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024 An Analysis of Multilingual FActScore EMNLP 2024 An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024 Anchor-based Large Language Models ACL 2024 Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024 Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024 An Empirical Study of In-context Learning in LLMs for Machine Translation ACL 2024 A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024 An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024 Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution ACL 2024