Semih Yavuz
36 papers · 2016–2025 · 6 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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πΊοΈ Taxonomy Completionist (76) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(11)
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Mega-Team Β· Squad
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Keyword Pioneer
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Dynamic Duo
(22)
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Prolific Year Β· Productive
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Unstoppable Β· Silver
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The Questioner
(3)
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
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Research topics
Natural Language Processing
(32)
Machine Learning
(21)
Applications
(20)
Artificial Intelligence
(18)
Deep Learning
(15)
Core AI
(15)
Learning Types Β· Machine Learning
(14)
Generation
(12)
Learning Types Β· Deep Learning
(10)
Application Areas
(5)
Knowledge & Reasoning
(4)
Core Methods
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Understanding
(4)
Keywords
question answering
(10)
semantic parsing
(6)
large language model
(6)
knowledge base
(5)
retrieval-augmented generation
(4)
knowledge graph
(3)
few-shot learning
(3)
logical form
(3)
pre-trained language model
(3)
text generation
(3)
contrastive learning
(3)
abstractive summarization
(3)
natural language inference
(2)
zero-shot learning
(2)
sequence prediction
(2)
logical reasoning
(2)
dialogue state tracking
(2)
text summarization
(2)
chain-of-thought reasoning
(2)
multi-task learning
(2)
Papers
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
ACL 2025
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan
EMNLP 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
ICLR 2025
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
NAACL 2024
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
EACL 2024
FOLIO: Natural Language Reasoning with First-Order Logic
EMNLP 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs
ACL 2024
Parameter-Efficient Detoxification with Contrastive Decoding
ACL 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
EMNLP 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
EMNLP 2024
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
EMNLP 2024
Few-shot Unified Question Answering: Tuning Models or Prompts?
EMNLP 2023
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution
EMNLP 2023
SharPT: Shared Latent Space Prompt Tuning
EACL 2023
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
ACL 2023
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering
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
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
ACL 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
EMNLP 2022
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
ICLR 2021
Dense Hierarchical Retrieval for Open-domain Question Answering
EMNLP 2021
Stage-wise Fine-tuning for Graph-to-Text Generation
ACL 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding
EMNLP 2021
Testing Cross-Database Semantic Parsers With Canonical Utterances
EMNLP 2021
Unsupervised Paraphrasing with Pretrained Language Models
EMNLP 2021
A Simple Language Model for Task-Oriented Dialogue
NeurIPS 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
EMNLP 2020
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation
ACL 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
EMNLP 2019
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
EMNLP 2018
DialSQL: Dialogue Based Structured Query Generation
ACL 2018
Global Relation Embedding for Relation Extraction
NAACL 2018
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
EMNLP 2018
Recovering Question Answering Errors via Query Revision
EMNLP 2017
Improving Semantic Parsing via Answer Type Inference
EMNLP 2016