Language Modeling

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024 Do Neural Language Models Inferentially Compose Concepts the Way Humans Can? COLING 2024 Dynamic embedded topic models and change-point detection for exploring literary-historical hypotheses EACL 2024 Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference ICML 2024 Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation EACL 2024 DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL 2024 EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty ICML 2024 EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024 EIT: Enhanced Interactive Transformer ACL 2024 Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using Transformers EACL 2024 Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024 Emergent Word Order Universals from Cognitively-Motivated Language Models ACL 2024 EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING ICLR 2024 Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024 Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024 Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation COLING 2024 Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024 Entropy-Reinforced Planning with Large Language Models for Drug Discovery ICML 2024 ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024 Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems ICML 2024 Evaluating In-Context Learning for Computational Literary Studies: A Case Study Based on the Automatic Recognition of Knowledge Transfer in German Drama EACL 2024 Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts EMNLP 2024 Evaluating n-Gram Novelty of Language Models Using Rusty-DAWG EMNLP 2024 Evaluating Quantized Large Language Models ICML 2024 Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024