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Kazuma Hashimoto

29 papers · 2013–2024 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (57) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (15) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner (3) πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (126)

Venues

ACL (10) EMNLP (10) NAACL (4) ICLR (2) COLING (1) CoNLL (1) EACL (1)

Top co-authors

Caiming Xiong (15) Yingbo Zhou (9) Yoshimasa Tsuruoka (8) Semih Yavuz (7) Richard Socher (6) Philip Yu (4) Karthik Raman (4) Wenhao Liu (3) Jianguo Zhang (3) Makoto Miwa (3)

Research topics

Natural Language Processing (17) Artificial Intelligence (16) Machine Learning (14) Deep Learning (11) Applications (11) Core AI (10) Learning Types Β· Machine Learning (9) Learning Types Β· Deep Learning (7) Architectures (6) Learning Paradigms (6) Core Methods (5) Resources & Methods (5) Generation (4) Application Areas (3) Reinforcement Learning (2)

Keywords

question answering (5) few-shot learning (4) pre-trained language model (3) machine translation (3) beam search (2) out-of-scope detection (2) zero-shot learning (2) sequence tagging (2) generative model (2) dense retrieval (2) multi-task learning (2) multi-hop reasoning (2) passage retrieval (2) transfer learning (2) natural language inference (2) intent classification (2) text generation (2) in-context learning (2) attention mechanism (1) text classification (1)

Papers

How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024 MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024 Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning NAACL 2024 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022 Field Extraction from Forms with Unlabeled Data ACL 2022 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022 RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022 Transforming Sequence Tagging Into A Seq2Seq Task EMNLP 2022 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 Focused Attention Improves Document-Grounded Generation NAACL 2021 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020 Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking COLING 2020 Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering ICLR 2020 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020 Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction NAACL 2019 A High-Quality Multilingual Dataset for Structured Documentation Translation ACL 2019 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 Neural Machine Translation with Source-Side Latent Graph Parsing EMNLP 2017 Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings ACL 2016 Tree-to-Sequence Attentional Neural Machine Translation ACL 2016 Task-Oriented Learning of Word Embeddings for Semantic Relation Classification CoNLL 2015 Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures EMNLP 2014 Simple Customization of Recursive Neural Networks for Semantic Relation Classification EMNLP 2013