A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available 5 Neural Semantic Encoders Jul 14, 2016 General Classification Machine Translation
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available 5 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Down and Across: Introducing Crossword-Solving as a New NLP Benchmark May 20, 2022 Natural Language Understanding Open-Domain Question Answering
Code Code Available 5 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available 5 Imitation of Life: A Search Engine for Biologically Inspired Design Dec 20, 2023 Natural Language Understanding
Code Code Available 5 Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis Sep 21, 2023 Cross-Modal Retrieval Image Captioning
Code Code Available 5 A Puzzle-Based Dataset for Natural Language Inference Dec 10, 2021 Natural Language Inference Natural Language Understanding
Code Code Available 5 Improving Bias Mitigation through Bias Experts in Natural Language Understanding Dec 6, 2023 Binary Classification Multi-class Classification
Code Code Available 5 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events Jan 6, 2025 Memorization Natural Language Understanding
Code Code Available 5 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Mar 14, 2024 Deep Reinforcement Learning Graph Attention
Code Code Available 5 ID10M: Idiom Identification in 10 Languages Jul 1, 2022 Natural Language Understanding
Code Code Available 5 Identifying Distributional Perspective Differences from Colingual Groups Apr 10, 2020 Natural Language Understanding
Code Code Available 5 Hysteresis Activation Function for Efficient Inference Nov 15, 2024 Image Classification Natural Language Understanding
Code Code Available 5 A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Sep 27, 2020 coreference-resolution Coreference Resolution
Code Code Available 5 IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling Mar 1, 2024 Conversational Recommendation Dialogue Management
Code Code Available 5 IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Oct 25, 2022 Machine Reading Comprehension Natural Language Understanding
Code Code Available 5 Do Massively Pretrained Language Models Make Better Storytellers? Sep 24, 2019 Natural Language Understanding Story Generation
Code Code Available 5 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Sep 15, 2020 Natural Language Understanding Relation
Code Code Available 5 Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Jun 1, 2019 Abstractive Text Summarization Natural Language Understanding
Code Code Available 5 ExPUNations: Augmenting Puns with Keywords and Explanations Oct 24, 2022 Explanation Generation Natural Language Understanding
Code Code Available 5 Domain Adversarial Fine-Tuning as an Effective Regularizer Sep 28, 2020 Linguistic Acceptability Natural Language Understanding
Code Code Available 5 IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions Dec 11, 2023 Natural Language Understanding
Code Code Available 5 Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M May 15, 2025 Benchmarking Memorization
Code Code Available 5 A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models May 29, 2019 Machine Translation Natural Language Inference
Code Code Available 5 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
Code Code Available 5 How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available 5 Document Modeling with External Attention for Sentence Extraction Jul 1, 2018 Answer Selection Document Summarization
Code Code Available 5 BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Aug 8, 2024 Diversity Natural Language Understanding
Code Code Available 5 Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available 5 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Apr 11, 2022 Classification Diagnostic
Code Code Available 5 bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark Jun 4, 2023 Fact Checking named-entity-recognition
Code Code Available 5 Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
Code Code Available 5 How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Aug 24, 2020 Language Modeling Language Modelling
Code Code Available 5 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Oct 10, 2024 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022 May 27, 2022 Natural Language Understanding Reinforcement Learning (RL)
Code Code Available 5 CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment Mar 11, 2022 Natural Language Understanding World Knowledge
Code Code Available 5 Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available 5 D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models May 7, 2024 Miscellaneous Natural Language Inference
Code Code Available 5 Probing Linguistic Information For Logical Inference In Pre-trained Language Models Dec 3, 2021 Language Modeling Language Modelling
Code Code Available 5 Probing Linguistic Systematicity May 8, 2020 Natural Language Inference Natural Language Understanding
Code Code Available 5 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text Jul 2, 2023 Natural Language Understanding Retrieval
Code Code Available 5 Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available 5 CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Oct 23, 2023 Abstract Meaning Representation Natural Language Understanding
Code Code Available 5 GPT-Neo for commonsense reasoning -- a theoretical and practical lens Nov 28, 2022 Natural Language Understanding
Code Code Available 5 