Unverified50% confidenceFactExact time
Bidirectional LSTMs scan text simultaneously from left to right and from right to left, concatenating the hidden states from both directions before feeding them into the classification head.
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50%
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Long-term
Relevance
9/29/2026
First Seen
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Related Claims
UnverifiedIn this framework, Bi-LSTM processes text sequences in both forward and backward directions, capturing sequential dependencies between words.66% similarUnverifiedGLM架构通过二维位置编码区分原始文本位置与被遮蔽片段内的生成位置，统一了自然语言理解和自然语言生成任务63% similarUnverifiedRNN和LSTM以串行方式处理文本，逐个Token读入并将前文信息压缩成固定大小的隐藏状态向量传递61% similarUnverifiedBetween the papers and runnable code for modern LLMs, there are numerous implicit details, such as the form of positional encoding, the placement of normalization layers, attention mechanism variants, and KV cache organization.61% similarUnverifiedOutlines pre-compiles constraints into an FSM before inference and performs an offline mapping between the tokenizer vocabulary and each state of the FSM; during inference, hard constraints are enforced by setting the logits of illegal tokens to negative infinity (logits masking).57% similar
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