| Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Natural Language Decompositions of Implicit Content Enable Better Text Representations | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| When the Music Stops: Tip-of-the-Tongue Retrieval for Music | May 23, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation | May 23, 2023 | Data AugmentationFew-Shot Text Classification | —Unverified | 0 |
| Dr.ICL: Demonstration-Retrieved In-context Learning | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions | May 23, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection | May 23, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 0 |
| Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models | May 23, 2023 | AllFairness | —Unverified | 0 |
| Cascaded Beam Search: Plug-and-Play Terminology-Forcing For Neural Machine Translation | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| Domain Private Transformers for Multi-Domain Dialog Systems | May 23, 2023 | domain classificationLanguage Modeling | CodeCode Available | 0 |
| Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker | May 23, 2023 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Learning from Mistakes via Cooperative Study Assistant for Large Language Models | May 23, 2023 | Imitation LearningLanguage Modeling | CodeCode Available | 0 |
| Language Model Self-improvement by Reinforcement Learning Contemplation | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Error Detection for Text-to-SQL Semantic Parsing | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction | May 23, 2023 | ClusteringLanguage Modeling | —Unverified | 0 |
| When your Cousin has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages | May 23, 2023 | Bilingual Lexicon InductionLanguage Modeling | CodeCode Available | 0 |
| From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ConQueR: Contextualized Query Reduction using Search Logs | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Bidirectional Transformer Reranker for Grammatical Error Correction | May 22, 2023 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Can LLMs facilitate interpretation of pre-trained language models? | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LMGQS: A Large-scale Dataset for Query-focused Summarization | May 22, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| Federated Learning of Medical Concepts Embedding using BEHRT | May 22, 2023 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| Distilling ChatGPT for Explainable Automated Student Answer Assessment | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Enhance Reasoning Ability of Visual-Language Models via Large Language Models | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extrapolating Multilingual Understanding Models as Multilingual Generators | May 22, 2023 | DenoisingLanguage Modeling | —Unverified | 0 |
| Evaluating Pragmatic Abilities of Image Captioners on A3DS | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GPT-SW3: An Autoregressive Language Model for the Nordic Languages | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text-based Person Search without Parallel Image-Text Data | May 22, 2023 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents | May 22, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control Analysis | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PrOnto: Language Model Evaluations for 859 Languages | May 22, 2023 | Language Model EvaluationLanguage Modeling | CodeCode Available | 0 |
| Observations on LLMs for Telecom Domain: Capabilities and Limitations | May 22, 2023 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Multi-Head State Space Model for Speech Recognition | May 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly | May 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing | May 21, 2023 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Infor-Coef: Information Bottleneck-based Dynamic Token Downsampling for Compact and Efficient language model | May 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Augmenting Autotelic Agents with Large Language Models | May 21, 2023 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| A Pilot Study on Dialogue-Level Dependency Parsing for Chinese | May 21, 2023 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Patton: Language Model Pretraining on Text-Rich Networks | May 20, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised ASR via Cross-Lingual Pseudo-Labeling | May 19, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models | May 19, 2023 | Efficient ExplorationLanguage Modeling | —Unverified | 0 |
| A Sequence-to-Sequence Approach for Arabic Pronoun Resolution | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Graphologue: Exploring Large Language Model Responses with Interactive Diagrams | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Lingual Supervision improves Large Language Models Pre-training | May 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |