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- JPWO2021183681A5 JPWO2021183681A5 JP2022555120A JP2022555120A JPWO2021183681A5 JP WO2021183681 A5 JPWO2021183681 A5 JP WO2021183681A5 JP 2022555120 A JP2022555120 A JP 2022555120A JP 2022555120 A JP2022555120 A JP 2022555120A JP WO2021183681 A5 JPWO2021183681 A5 JP WO2021183681A5
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- 238000000034 method Methods 0.000 claims 25
- 230000004044 response Effects 0.000 claims 5
- 230000006399 behavior Effects 0.000 claims 4
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行動又は情報に対するユーザ要求を含むユーザ入力を受信することと、
前記ユーザ入力の2つ以上の一次解釈を生成するために前記ユーザ入力を処理することによって前記ユーザ入力に対する前記2つ以上の一次解釈を生成することを含み、前記2つ以上の一次解釈は、前記ユーザ入力の一意の可能な転写を含み、前記方法はさらに、
代替解釈を形成するために前記一次解釈のうちの1つ以上を処理することによって、前記2つ以上の一次解釈のうちの1つ以上に対する1つ以上の二次解釈を生成することと、
前記2つ以上の一次解釈及び前記1つ以上の二次解釈に応答して1つ以上の一次行動を決定することと、
前記1つ以上の一次行動の実行から1つ以上の結果を準備することと、
前記1つ以上の一次行動のうちの少なくとも1つに応答して1つ以上の二次行動が存在するか否かを決定することと、
前記1つ以上の二次行動が存在する場合、さらなる追加の行動を予測することができなくなるまで、前記一次解釈のうちの2つ以上、前記1つ以上の二次解釈、前記1つ以上の一次行動、及び前記1つ以上の二次行動を処理し続けることと
1つ以上の追加の行動が存在しないことを受けて、追加の行動が予測されない前記1つ以上の結果を1つ以上の最終結果として指定することと、
前記1つ以上の最終結果をスコア付けすることと、
最も高いスコアを有する前記最終結果を最上位結果として指定することと、
少なくとも前記最上位結果をユーザに出力するか、又は前記最上位結果によって定義される行動をとることと
を含む、方法。 A method for providing virtual assistance, the method comprising:
receiving user input including a user request for action or information;
generating the two or more primary interpretations of the user input by processing the user input to generate two or more primary interpretations of the user input, the two or more primary interpretations comprising: including a unique possible transcription of the user input, the method further comprising:
generating one or more secondary interpretations for one or more of the two or more primary interpretations by processing one or more of the primary interpretations to form an alternative interpretation;
determining one or more primary actions in response to the two or more primary interpretations and the one or more secondary interpretations;
preparing one or more results from performing the one or more primary actions;
determining whether one or more secondary behaviors are present in response to at least one of the one or more primary behaviors;
If said one or more secondary actions are present, two or more of said primary interpretations, said one or more secondary interpretations, said one or more continuing to process the primary behavior and the one or more secondary behaviors; specifying it as the final result, and
scoring the one or more final results;
designating the final result with the highest score as the top result;
outputting at least the top result to a user or taking an action defined by the top result.
会話状態に基づく第1のスコア付け因子であって、前記会話状態が、前記2つ以上の一次解釈、前記1つ以上の二次解釈、前記1つ以上の行動、前記1つ以上の結果を含む、第1のスコア付け因子、
ユーザプロファイルに基づく第2のスコア付け因子であって、前記ユーザプロファイルが、1つ以上のサーバに記憶されたユーザ選好及びユーザ履歴を含む、第2のスコア付け因子、
補助メタデータに基づく第3のスコア付け因子であって、前記補助メタデータが、ユーザ選好に関連しないとともにユーザ履歴に関連しない、前記1つ以上のサーバに記憶されたデータを含む、第3のスコア付け因子
のうちの1つ以上の要因に基づく、請求項1に記載の方法。 Scoring is
a first scoring factor based on a conversation state, wherein the conversation state includes the two or more primary interpretations, the one or more secondary interpretations, the one or more actions, and the one or more outcomes; a first scoring factor comprising;
a second scoring factor based on a user profile, the user profile including user preferences and user history stored on one or more servers;
a third scoring factor based on auxiliary metadata, the auxiliary metadata comprising data stored on the one or more servers that is not related to user preferences and not related to user history; 2. The method of claim 1, wherein the method is based on one or more of the following scoring factors.
ユーザから入力を受け取り、前記ユーザに応答を提供するように構成されたユーザインターフェースと、
機械実行可能コードを実行するように構成されたプロセッサと、
非一時的機械実行可能コードを記憶するメモリと
を備え、前記機械実行可能コードは、
ユーザ入力を処理して2つ以上の一次解釈を生成するように構成され、前記2つ以上の一次解釈は、前記ユーザ入力の一意の可能な転写を含み、前記機械実行可能コードはさらに、
代替解釈を形成するために前記一次解釈のうちの1つ以上を処理することによって、前記2つ以上の一次解釈のうちの1つ以上に基づいて1つ以上の二次解釈を生成し、
前記一次解釈及び代替解釈を処理して、2つ以上の最終状態をもたらす結果を生成し、
前記2つ以上の最終状態をスコア付けして、最上位にランク付けされた最終状態が最上位結果であるように、前記2つ以上の最終状態をランク付けし、
前記最上位結果を前記ユーザに提示するか、又は前記最上位結果を前記ユーザに対して実行する
ように構成されている、仮想アシスタントシステム。 A virtual assistant system,
a user interface configured to receive input from a user and provide a response to the user;
a processor configured to execute machine-executable code;
a memory storing non-transitory machine-executable code, the machine-executable code comprising:
The machine executable code is configured to process user input to generate two or more primary interpretations, the two or more primary interpretations including unique possible transcriptions of the user input, and the machine executable code further comprises: ,
generating one or more secondary interpretations based on one or more of the two or more primary interpretations by processing one or more of the primary interpretations to form an alternative interpretation;
processing the primary interpretation and alternative interpretations to produce a result that results in two or more end states;
scoring the two or more final states to rank the two or more final states such that the highest ranked final state is the top result;
A virtual assistant system configured to present the top results to the user or run the top results to the user.
一次解釈、代替解釈、結果、及び最終状態のうちの1つ以上に関する追加情報を要求するフィードバックを前記ユーザに提示し、
前記ユーザからの追加情報の受信に応答して、前記追加情報を処理して追加の代替解釈を生成するか、又は前記2つ以上の最終状態を再スコア付けする
ようにさらに構成されている、請求項8~13のいずれか1項に記載のシステム。 The machine executable code is
providing feedback to the user requesting additional information regarding one or more of a primary interpretation, an alternative interpretation, a result, and a final state;
further configured to, in response to receiving additional information from the user, process the additional information to generate additional alternative interpretations or rescore the two or more final states; The system according to any one of claims 8 to 13 .
行動又は情報に対する要求を含むユーザ入力を受信することと、
前記ユーザ入力を処理することによって前記ユーザ入力の2つ以上の解釈を生成することを含み、前記2つ以上の解釈は、前記ユーザ入力の一意の可能な転写を含み、前記方法はさらに、
1つ以上の一次エージェントが少なくとも1つの解釈を処理するように構成されていることに基づいて、前記2つ以上の解釈のうちの少なくとも1つを前記1つ以上の一次エージェントと照合することと、
前記1つ以上の一次エージェントによって、前記2つ以上の解釈のうちの少なくとも1つを処理するように構成された1つ以上のスキルを選択することと、
前記1つ以上のスキルを用いて、前記2つ以上の解釈のうちの前記少なくとも1つを処理することによって、1つ以上の結果を生成することと、
二次エージェントのうちの1つ以上による結果のさらなる処理のために、1つ以上の二次エージェントが前記1つ以上の結果に一致し得るか否かを判定することと、
1つ以上の二次エージェントが一致した場合、前記1つ以上の結果を処理し続けて追加の結果を生成することと、
前記1つ以上の結果のうちの少なくとも1つ及び前記追加の結果のうちの少なくとも1つを、2つ以上の最終結果として指定することと、
前記2つ以上の最終結果をスコア付けすることと、
最も高いスコアを有する前記最終結果を最上位結果として指定することと、
少なくとも前記最上位結果をユーザに出力すること、又は、前記最上位結果によって定義された行動をとることと
を含む、方法。 A method for providing virtual assistance, the method comprising:
receiving user input including a request for action or information;
generating two or more interpretations of the user input by processing the user input, the two or more interpretations including unique possible transcriptions of the user input, the method further comprising:
matching at least one of the two or more interpretations to the one or more primary agents based on the one or more primary agents being configured to process at least one interpretation; And,
selecting one or more skills configured to process at least one of the two or more interpretations by the one or more primary agents;
generating one or more results by processing the at least one of the two or more interpretations using the one or more skills;
determining whether one or more secondary agents can match the one or more results for further processing of the results by one or more of the secondary agents;
if one or more secondary agents match, continuing to process the one or more results to generate additional results;
designating at least one of the one or more results and at least one of the additional results as two or more final results;
scoring the two or more final results;
designating the final result with the highest score as the top result;
A method comprising: outputting at least the top result to a user; or taking an action defined by the top result.
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US202062987814P | 2020-03-10 | 2020-03-10 | |
US62/987,814 | 2020-03-10 | ||
PCT/US2021/021767 WO2021183681A1 (en) | 2020-03-10 | 2021-03-10 | Parallel hypothetical reasoning to power a multi-lingual, multi-turn, multi-domain virtual assistant |
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JP2023518026A JP2023518026A (en) | 2023-04-27 |
JPWO2021183681A5 true JPWO2021183681A5 (en) | 2024-03-11 |
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JP2022555120A Pending JP2023518026A (en) | 2020-03-10 | 2021-03-10 | Parallel Hypothesis Inference for Enhancing Multilingual, Multiturn, and Multidomain Virtual Assistants |
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US (1) | US11869497B2 (en) |
EP (1) | EP4118538A4 (en) |
JP (1) | JP2023518026A (en) |
KR (1) | KR20230010624A (en) |
CN (1) | CN115668206A (en) |
WO (1) | WO2021183681A1 (en) |
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