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Language Modeling

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TitleStatusHype
Aligned Music Notation and Lyrics TranscriptionCode0
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention PoolingCode0
Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention PoolingCode0
Improved Differentiable Architecture Search for Language Modeling and Named Entity RecognitionCode0
Evolutionary Verbalizer Search for Prompt-based Few Shot Text ClassificationCode0
Evolution of ESG-focused DLT Research: An NLP Analysis of the LiteratureCode0
tcrLM: a lightweight protein language model for predicting T cell receptor and epitope binding specificityCode0
Distilling Monolingual and Crosslingual Word-in-Context RepresentationsCode0
Adversarially Regularising Neural NLI Models to Integrate Logical Background KnowledgeCode0
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair PredictionCode0
Do Pre-trained Vision-Language Models Encode Object States?Code0
Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language ExplanationsCode0
From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics SystemsCode0
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LMCode0
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language UnderstandingCode0
Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimationCode0
Distilling ChatGPT for Explainable Automated Student Answer AssessmentCode0
Chunk-based Nearest Neighbor Machine TranslationCode0
Do RNNs learn human-like abstract word order preferences?Code0
Improved Word Representation Learning with SememesCode0
Improve Language Model and Brain Alignment via Associative MemoryCode0
Generating Repetitions with Appropriate Repeated WordsCode0
FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model CompressionCode0
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?Code0
Debiasing Pre-Trained Language Models via Efficient Fine-TuningCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
HLAT: High-quality Large Language Model Pre-trained on AWS TrainiumCode0
CIE: Controlling Language Model Text Generations Using Continuous SignalsCode0
Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesCode0
Generating Question-Answer HierarchiesCode0
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?Code0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language UnderstandingCode0
Do Vision-Language Models Understand Compound Nouns?Code0
CHARTOM: A Visual Theory-of-Mind Benchmark for Multimodal Large Language ModelsCode0
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model DecodingCode0
Low-Rank Constraints for Fast Inference in Structured ModelsCode0
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo MethodsCode0
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit LogsCode0
DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified TextCode0
Low Rank Factorizations are Indirect Encodings for Deep NeuroevolutionCode0
Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR CorrectionCode0
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic RulesCode0
DPPA: Pruning Method for Large Language Model to Model MergingCode0
CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-IdentificationCode0
TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial NetworksCode0
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop?Code0
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical DataCode0
Aligning Language Models to Explicitly Handle AmbiguityCode0
Calibrating LLM-Based EvaluatorCode0
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