| ConTextual Masked Auto-Encoder for Dense Passage Retrieval | Aug 16, 2022 | DecoderPassage Retrieval | CodeCode Available | 1 |
| An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition | Aug 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation | Aug 8, 2022 | SentenceTranslation | CodeCode Available | 1 |
| Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding | Jul 29, 2022 | Language-Based Temporal LocalizationSentence | CodeCode Available | 1 |
| Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases | Jul 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| Correspondence Matters for Video Referring Expression Comprehension | Jul 21, 2022 | Contrastive LearningReferring Expression | CodeCode Available | 1 |
| Leveraging Natural Supervision for Language Representation Learning and Generation | Jul 21, 2022 | Data-to-Text GenerationLanguage Modelling | CodeCode Available | 1 |
| Explicit Image Caption Editing | Jul 20, 2022 | Sentence | CodeCode Available | 1 |
| Label2Label: A Language Modeling Framework for Multi-Attribute Learning | Jul 18, 2022 | AttributeClothing Attribute Recognition | CodeCode Available | 1 |
| Aspect-specific Context Modeling for Aspect-based Sentiment Analysis | Jul 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation | Jul 16, 2022 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| A General Contextualized Rewriting Framework for Text Summarization | Jul 13, 2022 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| 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 |
| Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction | Jul 9, 2022 | Explanation GenerationFairness | CodeCode Available | 1 |
| Relation-Guided Few-Shot Relational Triple Extraction | Jul 7, 2022 | RelationRTE | CodeCode Available | 1 |
| SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and Arabic | Jul 1, 2022 | Sarcasm DetectionSentence | CodeCode Available | 1 |
| DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction | Jul 1, 2022 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis | Jul 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 |
| Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation | Jul 1, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| Multi-Relational Graph Transformer for Automatic Short Answer Grading | Jul 1, 2022 | Abstract Meaning Representationautomatic short answer grading | CodeCode Available | 1 |
| Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction | Jul 1, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Center-Embedding and Constituency in the Brain and a New Characterization of Context-Free Languages | Jun 27, 2022 | Dependency ParsingSentence | CodeCode Available | 1 |
| Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities | Jun 22, 2022 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer | Jun 22, 2022 | Question AnsweringSentence | CodeCode Available | 1 |
| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation | Jun 15, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| The SIGMORPHON 2022 Shared Task on Morpheme Segmentation | Jun 15, 2022 | AllMorpheme Segmentaiton | CodeCode Available | 1 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 |
| Neurotoxin: Durable Backdoors in Federated Learning | Jun 12, 2022 | Backdoor AttackFederated Learning | CodeCode Available | 1 |
| RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction | Jun 7, 2022 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation | Jun 6, 2022 | SentenceText Generation | CodeCode Available | 1 |
| Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation | Jun 6, 2022 | de-enMachine Translation | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Pars-ABSA: a Manually Annotated Aspect-based Sentiment Analysis Benchmark on Farsi Product Reviews | Jun 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| CLGC: A Corpus for Chinese Literary Grace Evaluation | Jun 1, 2022 | Sentence | CodeCode Available | 1 |
| Jojajovai: A Parallel Guarani-Spanish Corpus for MT Benchmarking | Jun 1, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training | Jun 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| VIMQA: A Vietnamese Dataset for Advanced Reasoning and Explainable Multi-hop Question Answering | Jun 1, 2022 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| VALHALLA: Visual Hallucination for Machine Translation | May 31, 2022 | HallucinationMachine Translation | CodeCode Available | 1 |
| Prompt-aligned Gradient for Prompt Tuning | May 30, 2022 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| PreBit -- A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin | May 30, 2022 | Sentence | CodeCode Available | 1 |
| Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization | May 28, 2022 | SentenceSentence Summarization | CodeCode Available | 1 |
| Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction | May 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 |
| Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion | May 26, 2022 | Abstractive Dialogue SummarizationReranking | CodeCode Available | 1 |
| You Need to Read Again: Multi-granularity Perception Network for Moment Retrieval in Videos | May 25, 2022 | Moment RetrievalReading Comprehension | CodeCode Available | 1 |
| Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling | May 25, 2022 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
