Foundation Models

Evaluating In-Context Learning of Libraries for Code Generation NAACL 2024 Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024 Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction EMNLP 2024 Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024 Evaluating Modular Dialogue System for Form Filling Using Large Language Models EACL 2024 Evaluating Multilingual Long-Context Models for Retrieval and Reasoning EMNLP 2024 Evaluating Robustness of Open Dialogue Summarization Models in the Presence of Naturally Occurring Variations ACL 2024 Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ACL 2024 Evaluation of Large Language Models on Code Obfuscation (Student Abstract) AAAI 2024 EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024 EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024 EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NeurIPS 2024 EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries COLING 2024 Evolutionary Reward Design and Optimization with Multimodal Large Language Models ACL 2024 Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024 Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024 Executing Natural Language-Described Algorithms with Large Language Models: An Investigation COLING 2024 ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets Interspeech 2024 Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024 Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024 Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks Interspeech 2024 Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024 Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024 Exploring Scientific Hypothesis Generation with Mamba EMNLP 2024 Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions Interspeech 2024