| Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences | Jun 12, 2015 | DecoderNatural Language Understanding | CodeCode Available | 0 |
| Semantic Relatedness Based Re-ranker for Text Spotting | Sep 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models | Aug 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms | Oct 1, 2018 | Event DetectionSentence | CodeCode Available | 0 |
| Does the brain represent words? An evaluation of brain decoding studies of language understanding | Jun 2, 2018 | Brain DecodingSentence | CodeCode Available | 0 |
| Listen, Interact and Talk: Learning to Speak via Interaction | May 28, 2017 | Sentence | CodeCode Available | 0 |
| CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP | May 1, 2022 | SentenceTransfer Learning | CodeCode Available | 0 |
| Does syntax help discourse segmentation? Not so much | Sep 1, 2017 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 0 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 |
| GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator | Dec 20, 2022 | DecoderDenoising | CodeCode Available | 0 |
| A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models | Jan 15, 2024 | HumanEvalLanguage Modelling | CodeCode Available | 0 |
| An Operation Sequence Model for Explainable Neural Machine Translation | Aug 29, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis | Apr 17, 2024 | Causal DiscoveryInductive Bias | CodeCode Available | 0 |
| LLM-Based Evaluation of Low-Resource Machine Translation: A Reference-less Dialect Guided Approach with a Refined Sylheti-English Benchmark | May 18, 2025 | Machine TranslationSentence | CodeCode Available | 0 |
| Does mBERT understand Romansh? Evaluating word embeddings using word alignment | Jun 14, 2023 | SentenceWord Alignment | CodeCode Available | 0 |
| On the Challenges of Fully Incremental Neural Dependency Parsing | Sep 28, 2023 | Dependency ParsingSentence | CodeCode Available | 0 |
| LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback | Jun 5, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study | Apr 11, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction | Jun 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Automatically Neutralizing Subjective Bias in Text | Nov 21, 2019 | DecoderSentence | CodeCode Available | 0 |
| GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling | Jun 6, 2019 | ChunkingNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Co-Driven Recognition of Semantic Consistency via the Fusion of Transformer and HowNet Sememes Knowledge | Feb 21, 2023 | Paraphrase IdentificationSentence | CodeCode Available | 0 |
| Soft Contextual Data Augmentation for Neural Machine Translation | May 25, 2019 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Document Sub-structure in Neural Machine Translation | Dec 13, 2019 | ArticlesMachine Translation | CodeCode Available | 0 |
| GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary | Dec 9, 2024 | Reverse DictionarySentence | CodeCode Available | 0 |