| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 | 5 |
| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching | Feb 5, 2024 | BenchmarkingSentence | CodeCode Available | 1 | 5 |
| Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding | May 23, 2021 | document understandingDomain Adaptation | CodeCode Available | 1 | 5 |
| Joint Entity and Relation Extraction with Set Prediction Networks | Nov 3, 2020 | Joint Entity and Relation ExtractionPrediction | CodeCode Available | 1 | 5 |
| CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval | Dec 17, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding | Jul 1, 2021 | Contrastive LearningNatural Language Understanding | CodeCode Available | 1 | 5 |
| Jointly Learning to Label Sentences and Tokens | Nov 14, 2018 | Grammatical Error DetectionSentence | CodeCode Available | 1 | 5 |
| Jointly Measuring Diversity and Quality in Text Generation Models | Apr 8, 2019 | DiversitySentence | CodeCode Available | 1 | 5 |
| CLGC: A Corpus for Chinese Literary Grace Evaluation | Jun 1, 2022 | Sentence | CodeCode Available | 1 | 5 |
| AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification | Jul 12, 2022 | Drug DiscoveryRelation Classification | CodeCode Available | 1 | 5 |
| CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers | Dec 26, 2024 | Backdoor AttackSentence | CodeCode Available | 1 | 5 |
| KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations | Nov 1, 2020 | Representation LearningSentence | CodeCode Available | 1 | 5 |
| CNN+CNN: Convolutional Decoders for Image Captioning | May 23, 2018 | Image CaptioningSentence | CodeCode Available | 1 | 5 |
| Knowledge Enhanced Masked Language Model for Stance Detection | May 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation | Apr 18, 2021 | FormHallucination | CodeCode Available | 1 | 5 |
| KR-BERT: A Small-Scale Korean-Specific Language Model | Aug 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Clustering-Aware Negative Sampling for Unsupervised Sentence Representation | May 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research | Nov 2, 2024 | Line DetectionSemantic Similarity | CodeCode Available | 1 | 5 |
| A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy | Jun 26, 2021 | Document SummarizationSentence | CodeCode Available | 1 | 5 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Transformer-based Approach for Translating Natural Language to Bash Commands | Dec 14, 2021 | Code TranslationSentence | CodeCode Available | 1 | 5 |
| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Language modeling via stochastic processes | Mar 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Error-driven Fixed-Budget ASR Personalization for Accented Speakers | Mar 4, 2021 | Sentence | CodeCode Available | 1 | 5 |
| ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models | Oct 9, 2022 | Data-to-Text GenerationSentence | CodeCode Available | 1 | 5 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| CODE-ACCORD: A Corpus of Building Regulatory Data for Rule Generation towards Automatic Compliance Checking | Mar 4, 2024 | Relation ExtractionSentence | CodeCode Available | 1 | 5 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 | 5 |
| A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos | May 2, 2020 | Action DetectionForm | CodeCode Available | 1 | 5 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 | 5 |
| Learned Incremental Representations for Parsing | May 1, 2022 | Constituency ParsingSentence | CodeCode Available | 1 | 5 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 | 5 |
| COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion | Jun 4, 2021 | SentenceStory Completion | CodeCode Available | 1 | 5 |
| COLLIE: Systematic Construction of Constrained Text Generation Tasks | Jul 17, 2023 | Logical ReasoningSentence | CodeCode Available | 1 | 5 |
| Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference | Oct 29, 2020 | Automated Theorem ProvingNatural Language Inference | CodeCode Available | 1 | 5 |
| Analysing Human Strategies of Information Transmission as a Function of Discourse Context | Nov 1, 2021 | ArticlesSentence | CodeCode Available | 1 | 5 |
| Compact Bidirectional Transformer for Image Captioning | Jan 6, 2022 | DecoderImage Captioning | CodeCode Available | 1 | 5 |
| COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences | Jun 2, 2021 | 4kSentence | CodeCode Available | 1 | 5 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning | Jun 13, 2021 | Common Sense ReasoningSentence | CodeCode Available | 1 | 5 |
| Learning Mutational Semantics | Dec 1, 2020 | Sentencevalid | CodeCode Available | 1 | 5 |
| Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction | Apr 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Learning Semantic Relationship Among Instances for Image-Text Matching | Jan 1, 2023 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Human Sentence Processing: Recurrence or Attention? | May 19, 2020 | Language ModellingRetrieval | CodeCode Available | 1 | 5 |
| DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models | Jan 4, 2024 | HallucinationSentence | CodeCode Available | 1 | 5 |
| Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics | Nov 2, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 | 5 |
| Attention-based Quantum Tomography | Jun 22, 2020 | Sentence | CodeCode Available | 1 | 5 |
