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| Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective | Jul 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scope-enhanced Compositional Semantic Parsing for DRT | Jul 2, 2024 | Semantic ParsingSentence | CodeCode Available | 0 |
| Towards Human Understanding of Paraphrase Types in ChatGPT | Jul 2, 2024 | Sentence | CodeCode Available | 0 |
| Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation | Jul 2, 2024 | Natural Language InferenceRepresentation Learning | CodeCode Available | 0 |
| Augmenting Document-level Relation Extraction with Efficient Multi-Supervision | Jul 1, 2024 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers | Jul 1, 2024 | Bias Detectioncounterfactual | CodeCode Available | 0 |
| Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation | Jul 1, 2024 | Fact CheckingLong Form Question Answering | —Unverified | 0 |
| FineSurE: Fine-grained Summarization Evaluation using LLMs | Jul 1, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy | Jun 30, 2024 | Sentence | CodeCode Available | 0 |
| A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models | Jun 29, 2024 | Language IdentificationMachine Translation | —Unverified | 0 |
| Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis | Jun 29, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Towards Massive Multilingual Holistic Bias | Jun 29, 2024 | Machine TranslationSentence | —Unverified | 0 |
| PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models | Jun 29, 2024 | HallucinationSentence | —Unverified | 0 |
| Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach | Jun 28, 2024 | Human DetectionLanguage Modelling | —Unverified | 0 |
| Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming | Jun 26, 2024 | In-Context LearningSentence | —Unverified | 0 |
| ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback | Jun 25, 2024 | Reinforcement Learning (RL)Sentence | CodeCode Available | 0 |
| MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval | Jun 25, 2024 | cross-modal alignmentMoment Retrieval | —Unverified | 0 |
| Transformer-based Named Entity Recognition with Combined Data Representation | Jun 25, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries | Jun 25, 2024 | RetrievalSentence | —Unverified | 0 |
| RefXVC: Cross-Lingual Voice Conversion with Enhanced Reference Leveraging | Jun 24, 2024 | SentenceVoice Conversion | —Unverified | 0 |
| PenSLR: Persian end-to-end Sign Language Recognition Using Ensembling | Jun 24, 2024 | Multiple Sequence AlignmentSentence | —Unverified | 0 |
| Are there identifiable structural parts in the sentence embedding whole? | Jun 24, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| One Thousand and One Pairs: A "novel" challenge for long-context language models | Jun 24, 2024 | RetrievalSentence | CodeCode Available | 2 |
| Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation | Jun 24, 2024 | parameter-efficient fine-tuningSentence | CodeCode Available | 7 |
| Preference Tuning For Toxicity Mitigation Generalizes Across Languages | Jun 23, 2024 | RetrievalSentence | CodeCode Available | 1 |
| Multi-Granularity and Multi-modal Feature Interaction Approach for Text Video Retrieval | Jun 21, 2024 | RetrievalSentence | —Unverified | 0 |
| Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition | Jun 21, 2024 | Lexical EntailmentSentence | —Unverified | 0 |
| Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks | Jun 20, 2024 | Domain AdaptationImplicit Relations | —Unverified | 0 |
| Voice Disorder Analysis: a Transformer-based Approach | Jun 20, 2024 | Data AugmentationDiversity | CodeCode Available | 1 |
| Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis | Jun 20, 2024 | SentenceWord Embeddings | —Unverified | 0 |
| SuperGLEBer: German Language Understanding Evaluation Benchmark | Jun 20, 2024 | Document ClassificationNatural Language Understanding | CodeCode Available | 1 |
| Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models | Jun 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| In Tree Structure Should Sentence Be Generated | Jun 20, 2024 | SentenceText Generation | CodeCode Available | 0 |
| How to Compute the Probability of a Word | Jun 20, 2024 | Sentence | CodeCode Available | 1 |
| AspirinSum: an Aspect-based utility-preserved de-identification Summarization framework | Jun 20, 2024 | De-identificationLanguage Modelling | —Unverified | 0 |
| VAIYAKARANA : A Benchmark for Automatic Grammar Correction in Bangla | Jun 20, 2024 | Sentence | —Unverified | 0 |
| Ranking LLMs by compression | Jun 20, 2024 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Evaluating Structural Generalization in Neural Machine Translation | Jun 19, 2024 | Machine TranslationSemantic Parsing | CodeCode Available | 0 |
| How effective is Multi-source pivoting for Translation of Low Resource Indian Languages? | Jun 19, 2024 | Machine TranslationSentence | —Unverified | 0 |
| ALiiCE: Evaluating Positional Fine-grained Citation Generation | Jun 19, 2024 | Sentence | CodeCode Available | 0 |
| Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching | Jun 19, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Dual-Phase Accelerated Prompt Optimization | Jun 19, 2024 | Sentence | —Unverified | 0 |
| Fine-Tuning BERTs for Definition Extraction from Mathematical Text | Jun 19, 2024 | Binary ClassificationDefinition Extraction | —Unverified | 0 |
| Saliency Attention and Semantic Similarity-Driven Adversarial Perturbation | Jun 18, 2024 | Adversarial AttackSemantic Similarity | —Unverified | 0 |
| Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding | Jun 18, 2024 | Sentence | CodeCode Available | 0 |
| Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval | Jun 18, 2024 | Domain AdaptationQuestion Answering | —Unverified | 0 |
| GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation | Jun 18, 2024 | Contrastive LearningObject | —Unverified | 0 |
| QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities | Jun 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation | Jun 18, 2024 | Cross-Lingual TransferDomain Adaptation | CodeCode Available | 0 |