Language Modeling

Time Machine GPT NAACL 2024 Timer: Generative Pre-trained Transformers Are Large Time Series Models ICML 2024 TinyAgent: Function Calling at the Edge EMNLP 2024 To Drop or Not to Drop? Predicting Argument Ellipsis Judgments: A Case Study in Japanese COLING 2024 Tokenization Is More Than Compression EMNLP 2024 Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies NAACL 2024 To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation COLING 2024 TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models EMNLP 2024 Topic Modeling for Short Texts with Large Language Models ACL 2024 ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024 Towards a theory of how the structure of language is acquired by deep neural networks NeurIPS 2024 Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024 Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning CoNLL 2024 To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024 Trainable Transformer in Transformer ICML 2024 Training Compute-Optimal Protein Language Models NeurIPS 2024 Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality ICML 2024 Transformer verbatim in-context retrieval across time and scale CoNLL 2024 Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024 Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024 Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision ACL 2024 Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024 TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024 UDParse @ SIGTYP 2024 Shared Task : Modern Language Models for Historical Languages EACL 2024 UltraSparseBERT: 99% Conditionally Sparse Language Modelling ACL 2024