| Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents | Aug 28, 2024 | Decision MakingFormal Logic | CodeCode Available | 0 |
| Controlling the Imprint of Passivization and Negation in Contextualized Representations | Nov 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection | Dec 25, 2019 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Expanding the Vocabulary of BERT for Knowledge Base Construction | Oct 12, 2023 | Knowledge Base ConstructionKnowledge Base Population | CodeCode Available | 0 |
| Exploiting CLIP for Zero-shot HOI Detection Requires Knowledge Distillation at Multiple Levels | Sep 10, 2023 | Human-Object Interaction DetectionKnowledge Distillation | CodeCode Available | 0 |
| Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion | Jun 5, 2025 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Controlling the Amount of Verbatim Copying in Abstractive Summarization | Nov 23, 2019 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems | May 24, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 0 |
| Iceberg: Enhancing HLS Modeling with Synthetic Data | Jul 14, 2025 | Data AugmentationHigh-Level Synthesis | CodeCode Available | 0 |
| KitchenScale: Learning to predict ingredient quantities from recipe contexts | Apr 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study | Jun 7, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Agentic Society: Merging skeleton from real world and texture from Large Language Model | Sep 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification | Dec 8, 2023 | ClassificationFew-Shot Text Classification | CodeCode Available | 0 |
| exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models | Oct 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution | Sep 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Assay2Mol: large language model-based drug design using BioAssay context | Jul 16, 2025 | DescriptiveDrug Design | CodeCode Available | 0 |
| Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach | May 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding | Oct 19, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus | Oct 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Evolving Subnetwork Training for Large Language Models | Jun 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| KL-Divergence Guided Temperature Sampling | Jun 2, 2023 | Conversational Question AnsweringDiversity | CodeCode Available | 0 |
| Controlling Large Language Model with Latent Actions | Mar 27, 2025 | CoLALanguage Modeling | CodeCode Available | 0 |
| Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature | Aug 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring and Verbalizing Academic Ideas by Concept Co-occurrence | Jun 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor | Nov 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction | Aug 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models | Apr 2, 2024 | Distractor GenerationIn-Context Learning | CodeCode Available | 0 |
| KL Penalty Control via Perturbation for Direct Preference Optimization | Feb 18, 2025 | ChatbotLanguage Modeling | CodeCode Available | 0 |
| Boosting Large Language Models with Mask Fine-Tuning | Mar 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model | Oct 19, 2023 | Causal DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks | Jul 1, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Aspects of human memory and Large Language Models | Nov 7, 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 |
| Let Me Think! A Long Chain-of-Thought Can Be Worth Exponentially Many Short Ones | May 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Text Analysis for Detection of Compromised Accounts on Social Networks | Apr 19, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning | Mar 14, 2025 | Code GenerationDecoder | CodeCode Available | 0 |
| Identifying Human Needs through Social Media: A study on Indian cities during COVID-19 | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification | Jun 18, 2023 | Few-Shot Text ClassificationLanguage Modeling | CodeCode Available | 0 |
| Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning | Dec 6, 2016 | DecoderImage Captioning | CodeCode Available | 0 |
| Controllable Neural Story Plot Generation via Reward Shaping | Sep 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowing Where and What: Unified Word Block Pretraining for Document Understanding | Jul 28, 2022 | Contrastive Learningdocument understanding | CodeCode Available | 0 |
| A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks | May 16, 2018 | Dialogue Act ClassificationGeneral Classification | CodeCode Available | 0 |
| Exploring Graph Representations of Logical Forms for Language Modeling | May 20, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Accelerating Neural Architecture Search using Performance Prediction | May 30, 2017 | Hyperparameter OptimizationLanguage Modeling | CodeCode Available | 0 |
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| Exploring Language Model Generalization in Low-Resource Extractive QA | Sep 27, 2024 | Domain GeneralizationExtractive Question-Answering | CodeCode Available | 0 |
| Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks | Oct 16, 2018 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 0 |